DATASETS: This site contains data sets that are not shown completely in text examples and exercises.

Horseshoe crab data set of Table 1.3

(Here y is the number of satellites, and other variables are as described in that table.


  crab  y  weight width color spine
  [1,]  8  3.050  28.3   2     3
  [2,]  0  1.550  22.5   3     3
  [3,]  9  2.300  26.0   1     1
  [4,]  0  2.100  24.8   3     3
  [5,]  4  2.600  26.0   3     3
  [6,]  0  2.100  23.8   2     3
  [7,]  0  2.350  26.5   1     1
  [8,]  0  1.900  24.7   3     2
  [9,]  0  1.950  23.7   2     1
 [10,]  0  2.150  25.6   3     3
 [11,]  0  2.150  24.3   3     3
 [12,]  0  2.650  25.8   2     3
 [13,] 11  3.050  28.2   2     3
 [14,]  0  1.850  21.0   4     2
 [15,] 14  2.300  26.0   2     1
 [16,]  8  2.950  27.1   1     1
 [17,]  1  2.000  25.2   2     3
 [18,]  1  3.000  29.0   2     3
 [19,]  0  2.200  24.7   4     3
 [20,]  5  2.700  27.4   2     3
 [21,]  4  1.950  23.2   2     2
 [22,]  3  2.300  25.0   1     2
 [23,]  1  1.600  22.5   2     1
 [24,]  2  2.600  26.7   3     3
 [25,]  3  2.000  25.8   4     3
 [26,]  0  1.300  26.2   4     3
 [27,]  3  3.150  28.7   2     3
 [28,]  5  2.700  26.8   2     1
 [29,]  0  2.600  27.5   4     3
 [30,]  0  2.100  24.9   2     3
 [31,]  4  3.200  29.3   1     1
 [32,]  0  2.600  25.8   1     3
 [33,]  0  2.000  25.7   2     2
 [34,]  8  2.000  25.7   2     1
 [35,]  5  2.700  26.7   2     1
 [36,]  0  1.850  23.7   4     3
 [37,]  0  2.650  26.8   2     3
 [38,]  6  3.150  27.5   2     3
 [39,]  0  1.900  23.4   4     3
 [40,]  6  2.800  27.9   2     3
 [41,]  3  3.100  27.5   3     3
 [42,]  5  2.800  26.1   1     1
 [43,]  6  2.500  27.7   1     1
 [44,]  5  3.300  30.0   2     1
 [45,]  9  3.250  28.5   3     1
 [46,]  4  2.800  28.9   3     3
 [47,]  6  2.600  28.2   2     3
 [48,]  4  2.100  25.0   2     3
 [49,]  3  3.000  28.5   2     3
 [50,]  3  3.600  30.3   2     1
 [51,]  5  2.100  24.7   4     3
 [52,]  5  2.900  27.7   2     3
 [53,]  6  2.700  27.4   1     1
 [54,]  4  1.600  22.9   2     3
 [55,]  5  2.000  25.7   2     1
 [56,] 15  3.000  28.3   2     3
 [57,]  3  2.700  27.2   2     3
 [58,]  3  2.300  26.2   3     3
 [59,]  0  2.750  27.8   2     1
 [60,]  0  2.250  25.5   4     3
 [61,]  0  2.550  27.1   3     3
 [62,]  5  2.050  24.5   3     3
 [63,]  3  2.450  27.0   3     1
 [64,]  5  2.150  26.0   2     3
 [65,]  1  2.800  28.0   2     3
 [66,]  8  3.050  30.0   2     3
 [67,] 10  3.200  29.0   2     3
 [68,]  0  2.400  26.2   2     3
 [69,]  0  1.300  26.5   2     1
 [70,]  3  2.400  26.2   2     3
 [71,]  7  2.800  25.6   3     3
 [72,]  1  1.650  23.0   3     3
 [73,]  0  1.800  23.0   3     3
 [74,]  6  2.250  25.4   2     3
 [75,]  0  1.900  24.2   3     3
 [76,]  0  1.600  22.9   2     2
 [77,]  3  2.200  26.0   3     2
 [78,]  4  2.250  25.4   2     3
 [79,]  0  1.200  25.7   3     3
 [80,]  5  2.100  25.1   2     3
 [81,]  0  2.250  24.5   3     2
 [82,]  0  2.900  27.5   4     3
 [83,]  0  1.650  23.1   3     3
 [84,]  4  2.550  25.9   3     1
 [85,]  0  2.300  25.8   2     3
 [86,]  3  2.250  27.0   4     3
 [87,]  0  3.050  28.5   2     3
 [88,]  0  2.750  25.5   4     1
 [89,]  0  1.900  23.5   4     3
 [90,]  0  1.700  24.0   2     2
 [91,]  5  3.850  29.7   2     1
 [92,]  0  2.550  26.8   2     1
 [93,]  0  2.450  26.7   4     3
 [94,]  0  3.200  28.7   2     1
 [95,]  0  1.550  23.1   3     3
 [96,]  1  2.800  29.0   2     1
 [97,]  0  2.250  25.5   3     3
 [98,]  1  1.967  26.5   3     3
 [99,]  1  2.200  24.5   3     3
[100,]  1  3.000  28.5   3     3
[101,]  1  2.867  28.2   2     3
[102,]  1  1.600  24.5   2     3
[103,]  1  2.550  27.5   2     3
[104,]  4  2.550  24.7   2     2
[105,]  1  2.000  25.2   2     1
[106,]  1  2.900  27.3   3     3
[107,]  1  2.400  26.3   2     3
[108,]  1  3.100  29.0   2     3
[109,]  2  1.900  25.3   2     3
[110,]  4  2.300  26.5   2     3
[111,]  3  3.250  27.8   2     3
[112,]  6  2.500  27.0   2     3
[113,]  0  2.100  25.7   3     3
[114,]  2  2.100  25.0   2     3
[115,]  2  3.325  31.9   2     3
[116,]  0  1.800  23.7   4     3
[117,] 12  3.225  29.3   4     3
[118,]  0  1.400  22.0   3     3
[119,]  5  2.400  25.0   2     3
[120,]  6  2.500  27.0   3     3
[121,]  6  1.800  23.8   3     3
[122,]  2  3.275  30.2   1     1
[123,]  0  2.225  26.2   3     3
[124,]  2  1.650  24.2   2     3
[125,]  3  2.900  27.4   2     3
[126,]  0  2.300  25.4   2     2
[127,]  3  3.200  28.4   3     3
[128,]  4  1.475  22.5   4     3
[129,]  2  2.025  26.2   2     3
[130,]  6  2.300  24.9   2     1
[131,]  6  1.950  24.5   1     2
[132,]  0  1.800  25.1   2     3
[133,]  4  2.900  28.0   2     1
[134,] 10  2.250  25.8   4     3
[135,]  7  3.050  27.9   2     3
[136,]  0  2.200  24.9   2     3
[137,]  5  3.100  28.4   2     1
[138,]  5  2.400  27.2   3     3
[139,]  6  2.250  25.0   2     2
[140,]  6  2.625  27.5   2     3
[141,]  7  5.200  33.5   2     1
[142,]  3  3.325  30.5   2     3
[143,]  3  2.925  29.0   3     3
[144,]  0  2.000  24.3   2     1
[145,]  0  2.400  25.8   2     3
[146,]  8  2.100  25.0   4     3
[147,]  4  3.725  31.7   2     1
[148,]  4  3.025  29.5   2     3
[149,] 10  1.900  24.0   3     3
[150,]  9  3.000  30.0   2     3
[151,]  4  2.850  27.6   2     3
[152,]  0  2.300  26.2   2     3
[153,]  0  2.000  23.1   2     1
[154,]  0  1.600  22.9   2     1
[155,]  0  1.900  24.5   4     3
[156,]  4  1.950  24.7   2     3
[157,]  0  3.200  28.3   2     3
[158,]  2  1.850  23.9   2     3
[159,]  0  1.800  23.8   3     3
[160,]  4  3.500  29.8   3     2
[161,]  4  2.350  26.5   2     3
[162,]  3  2.275  26.0   2     3
[163,]  8  3.050  28.2   2     3
[164,]  0  2.150  25.7   4     3
[165,]  7  2.750  26.5   2     3
[166,]  0  2.200  25.8   2     3
[167,]  0  1.800  24.1   3     3
[168,]  2  2.175  26.2   3     3
[169,]  3  2.750  26.1   3     3
[170,]  4  3.275  29.0   3     3
[171,]  0  2.625  28.0   1     1
[172,]  0  2.625  27.0   4     3
[173,]  0  2.000  24.5   2     2

Scottish record time data of Table 2.2



race                         distance  climb   time 
GreenmantleNewYearDash     2.5  0.650     16.08 
Carnethy5HillRace           6     2.500     48.35   
CraigDunainHillRace         6     0.900     33.65   
BenRhaHillRace             7.5     0.800     45.60 
BenLomondHillRace           8      3.070    62.27 
GoatfellHillRace             8    2.866    73.22 
BensofJuraFellRace         16      7.500    204.62 
CairnpappleHillRace          6     0.800     36.37 
ScoltyHillRace               5     0.800     29.75 
TraprainLawRace              6     0.650     39.75 
LairigGhruFunRun           28      2.100    192.67 
DollarHillRace              5     2.000    43.05 
LomondsofFifeHillRace     9.5     2.200   65.00 
CairnTableHillRace          6     0.500     44.13 
EildonTwoHillsRace         4.5    1.500    26.93 
CairngormHillRace           10    3.000     72.25 
SevenHillsofEdinburghRace  14     2.200    98.42 
KnockHillRace                3    0.350     16.12 
BlackHillRace               4.5    1.000     17.42 
CreagBeagHillRace           5.5    0.600     32.57 
KildoonHillRace               3    0.300     15.95 
MeallAntSuidheHillRace    3.5     1.500      27.90 
HalfBenNevis                 6     2.200     47.65  
CowHillRace                  2     0.900     17.93 
NorthBerwickLawRace         3      0.600     18.68 
CreagDubhHillRace           4      2.000    26.22 
BurnswarkHillRace            6     0.800     34.43 
LargoLawRace                 5      0.950     28.57 
CriffelHillRace             6.5     1.750     50.50 
AchmonyHillRace              5      0.500     20.95 
BenNevisRace                 10     4.400     85.58 
KnockfarrelHillRace           6     0.600     32.38 
TwoBreweriesFellRace         18     5.200    170.25 
CockleroiHillRace            4.5    0.850     28.10  
MoffatChase                   20    5.000    159.83  

Housing prices data set of Table 3.3


case       taxes  beds  baths  new         price     size 
1          3104     4   2        0          279.900    2048      
2          1173     2   1        0          146.500     912 
3          3076     4   2        0          237.700    1654 
4          1608     3   2        0          200.000    2068 
5          1454     3   3        0          159.900    1477 
6          2997     3   2        1          499.900    3153 
7          4054     3   2        0          265.500    1355 
8          3002     3   2        1          289.900    2075 
9          6627     5   4        0          587.000    3990 
10         320      3  2        0          70.000     1160         
11         630      3  2        0          64.500     1220         
12         1780     3  2        0          167.000    1690     
13         1630     3  2        0          114.600    1380     
14         1530     3  2        0          103.000    1590     
15         930      3  1        0          101.000    1050     
16         590      2  1        0          70.000      770         
17         1050     3  2        0          85.000     1410         
18         20       3  1        0          22.500     1060         
19         870      2  2        0          90.000     1300         
20         1320     3  2        0          133.000    1500     
21         1350     2  1        0          90.500      820         
22         5616     4   3        1          577.500    3949 
23         680      2  1        0          142.500    1170     
24         1840     3  2        0          160.000    1500     
25         3680     4  2        0          240.000    2790     
26         1660     3  1        0          87.000     1030         
27         1620     3  2        0          118.600    1250     
28         3100     3  2        0          140.000    1760     
29         2070     2  3        0          148.000    1550     
30         830      3  2        0          69.000     1120      
31         2260     4  2        0          176.000    2000     
32         1760     3  1        0          86.500     1350         
33         2750     3  2        1          180.000    1840     
34         2020     4  2        0          179.000    2510     
35         4900     3  3        1          338.000    3110     
36         1180     4  2        0          130.000    1760     
37         2150     3  2        0          163.000    1710     
38         1600     2  1        0          125.000    1110     
39         1970     3  2        0          100.000    1360     
40         2060     3  1        0          100.000    1250     
41         1980     3  1        0          100.000    1250     
42         1510     3  2        0          146.500    1480     
43         1710     3  2        0          144.900    1520     
44         1590     3  2        0          183.000    2020     
45         1230     3  2        0          69.900     1010      
46         1510     2  2        0          60.000     1640         
47         1450     2  2        0          127.000     940      
48         970      3  2        0          86.000     1580         
49         150      2  2        0          50.000      860       
50         1470     3  2        0          137.000    1420 
51         1850     3  2        0          121.300    1270 
52         820      2  1        0          81.000      980         
53         2050     4  2        0          188.000    2300     
54         710      3  2        0          85.000     1430         
55         1280     3  2        0          137.000    1380     
56         1360     3   2        0          145.000    1240 
57          830     3   2        0           69.000    1120 
58         800      3  2        0          109.300    1120 
59         1220     3  2        0          131.500    1900 
60         3360     4  3        0          200.000    2430     
61         210      3  2        0          81.900     1080         
62         380      2  1        0          91.200     1350         
63         1920     4  3        0          124.500    1720     
64         4350     3  3        0          225.000    4050     
65         1510     3  2        0          136.500    1500 
66         4154     3   3        0          381.000    2581 
67         1976     3   2        1          250.000    2120 
68         3605     3   3        1          354.900    2745 
69         1400     3  2        0          140.000    1520     
70         790      2  2        0          89.900     1280         
71         1210     3  2        0          137.000    1620     
72         1550     3  2        0          103.000    1520     
73         2800     3  2        0          183.000    2030     
74         2560     3  2        0          140.000    1390     
75         1390     4  2        0          160.000    1880     
76         5443     3   2        0          434.000    2891 
77         2850     2  1        0          130.000    1340     
78         2230     2  2        0          123.000     940      
79         20       2  1        0          21.000      580         
80         1510     4  2        0          85.000     1410         
81         710      3  2        0          69.900     1150         
82         1540     3  2        0          125.000    1380     
83         1780     3  2        1          162.600    1470     
84         2920     2  2        1          156.900    1590     
85         1710     3  2        1          105.900    1200     
86         1880     3  2        0          167.500    1920     
87         1680     3  2        0          151.800    2150     
88         3690     5  3        0          118.300    2200     
89         900      2  2        0          94.300      860         
90         560      3  1        0          93.900     1230         
91         2040     4  2        0          165.000    1140     
92         4390     4  3        1          285.000    2650     
93         690      3  1        0          45.000     1060         
94         2100     3  2        0          124.900    1770     
95         2880     4  2        0          147.000    1860     
96         990      2  2        0          176.000    1060     
97         3030     3  2        0          196.500    1730     
98         1580     3  2        0          132.200    1370     
99         1770     3  2        0          88.400     1560         
100        1430     3  2        0          127.200    1340     

Beetles data set of Table 5.2


 logdose   n killed 
 1.691    59   6 
 1.724    60  13 
 1.755    62  18 
 1.784    56  28 
 1.811    63  52 
 1.837    59  53 
 1.861    62  61 
 1.884    60  60 

Beetles ungrouped data version of Table 5.2 (y = 1 for death, y = 0 for survival)


 logdose y
 1.691 1
 1.691 1
 1.691 1
 1.691 1
 1.691 1
 1.691 1
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.691 0
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 1
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.724 0
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 1
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.755 0
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 1
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.784 0
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 1
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.811 0
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 1
 1.837 0
 1.837 0
 1.837 0
 1.837 0
 1.837 0
 1.837 0
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 1
 1.861 0
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1
 1.884 1

Full data set for Table 5.3 on endometrial cancer grade. For standardized variables, use NV2=(NV-0.5); PI2=(PI-17.3797)/9.9978; EH2=(EH-1.6616)/0.6621.


    NV PI EH HG
    0 13 1.64 0
    0 16 2.26 0
    0  8 3.14 0
    0 34 2.68 0
    0 20 1.28 0
    0  5 2.31 0
    0 17 1.80 0
    0 10 1.68 0
    0 26 1.56 0
    0 17 2.31 0
    0  8 2.01 0
    0  7 1.89 0
    0 20 3.15 0
    0 10 1.23 0
    0 18 1.27 0
    0 16 1.76 0 
    0 18 2.00 0
    0  8 2.64 1
    0 29 0.88 1
    0 12 1.27 1
    0 20 1.37 1
    1 38 0.97 1
    1 22 1.14 1
    1  7 0.88 1
    1 25 0.91 1
    1 15 0.58 1
    0  7 0.97 1
    0 28 1.50 0
    0 11 1.33 0
    0 19 2.37 0
    0 10 1.82 0
    0 10 3.13 0
    0 18 1.31 0
    0 14 1.92 0
    0 21 1.64 0
    0 11 2.01 0
    0 17 1.88 0
    0 25 1.93 0
    0 16 2.11 0
    0 19 1.29 0
    0 15 1.72 0
    0 33 0.75 0
    0 24 1.92 0
    0 48 1.84 1
    0 12 1.11 1
    0 19 1.61 1
    0  2 1.18 1
    1 22 1.44 1
    1 40 1.18 1
    1  5 0.93 1
    1  0 1.17 1
    0 21 1.19 1
    0 15 1.06 1
    0 29 2.02 0
    0 15 2.29 0
    0 12 2.33 0
    0  3 2.90 0
    0 20 1.70 0
    0 23 1.41 0
    0 12 2.25 0
    0 22 1.54 0
    0 42 1.97 0
    0 15 1.75 0
    0 13 2.16 0
    0 14 2.57 0
    0 19 1.37 0
    0 12 3.61 0
    0 13 2.04 0
    0 10 2.17 0
    0 12 1.69 1
    1 49 0.27 1
    0  6 1.84 1
    0  5 1.30 1
    0 17 0.96 1
    1 11 1.01 1
    1 21 0.98 1
    0  5 0.35 1
    1 19 1.02 1
    0 33 0.85 1 

Data on D = duration of surgery (minutes), T = type of device (0 = laryngeal mask airway, 1 = tracheal tube), and y = sore throat on waking (1=yes, 0=no), for exercise at end of Chapter 5, taken from article by D. Collett in Wiley's Encyclopedia of Biostatistics.


D  T  Y  
45 0 0 
15 0 0 
40 0 1 
83 1 1 
90 1 1 
25 1 1
35 0 1
65 0 1
95 0 1
35 0 1
75 0 1
45 1 1
50 1 0
75 1 1
30 0 0
25 0 1
20 1 0
60 1 1
70 1 1
30 0 1
60 0 1
61 0 0
65 0 1
15 1 0
20 1 0
45 0 1
15 1 0
25 0 1
15 1 0
30 0 1
40 0 1
15 1 0
135 1 1
20 1 0
40 1 0

Alligator food choice data set of Table 6.1


  lake size y1 y2 y3 y4 y5
    1    1  23  4  2  2  8
    1    0   7  0  1  3  5
    2    1   5 11  1  0  3
    2    0  13  8  6  1  0
    3    1   5 11  2  1  5
    3    0   8  7  6  3  5
    4    1  16 19  1  2  3
    4    0  17  1  0  1  3

Expanded alligator food choice data set, including gender


   lake gender size y1 y2 y3 y4 y5
      1      1    1  7  1  0  0  5
      1      1    0  4  0  0  1  2
      1      0    1 16  3  2  2  3
      1      0    0  3  0  1  2  3
      2      1    1  2  2  0  0  1
      2      1    0 13  7  6  0  0
      2      0    1  0  1  0  1  0
      2      0    0  3  9  1  0  2
      3      1    1  3  7  1  0  1
      3      1    0  8  6  6  3  5
      3      0    1  2  4  1  1  4
      3      0    0  0  1  0  0  0
      4      1    1 13 10  0  2  2
      4      1    0  9  0  0  1  2
      4      0    1  3  9  1  0  1
      4      0    0  8  1  0  0  1

Mental impairment data set of Table 6.2


impair ses life
4 0 9
1 1 0
1 1 1
1 1 9
1 1 4
1 1 3
1 0 2
1 0 1
1 1 3
1 1 3
1 1 7
1 0 1
1 0 2
2 1 5
2 0 6
2 1 3
2 0 1
2 1 8
2 1 2
2 0 5
2 1 5
2 1 9
2 0 3
2 1 3
2 1 1
3 0 0
3 1 4
3 0 3
3 0 9
3 1 6
3 0 4
3 0 3
4 1 8
4 1 2
4 1 7
4 0 5
4 0 4
4 0 4
4 1 8
4 0 8

Lung cancer data set of Table 7.1


time histology stage count risktime 
1 1 1  9 157     
1 2 1  5  77     
1 3 1  1  21     
2 1 1  2 139     
2 2 1  2  68     
2 3 1  1  17     
3 1 1  9 126     
3 2 1  3  63     
3 3 1  1  14     
4 1 1 10 102     
4 2 1  2  55     
4 3 1  1  12     
5 1 1  1  88     
5 2 1  2  50     
5 3 1  0  10     
6 1 1  3  82     
6 2 1  2  45     
6 3 1  1   8     
7 1 1  1  76     
7 2 1  2  42     
7 3 1  0   6      
1 1 2 12 134
1 2 2  4  71
1 3 2  1  22
2 1 2  7 110
2 2 2  3  63
2 3 2  1  18
3 1 2  5  96
3 2 2  5  58
3 3 2  3  14
4 1 2 10  86
4 2 2  4  42
4 3 2  1  10
5 1 2  4  66
5 2 2  2  35
5 3 2  0   8
6 1 2  3  59
6 2 2  1  32
6 3 2  0   8
7 1 2  4  51
7 2 2  4  28
7 3 2  2   6
1 1 3 42 212 
1 2 3 28 130 
1 3 3 19 101 
2 1 3 26 136 
2 2 3 19  72 
2 3 3 11  63 
3 1 3 12  90 
3 2 3 10  42 
3 3 3  7  43 
4 1 3 10  64 
4 2 3  5  21 
4 3 3  6  32 
5 1 3  5  47 
5 2 3  0  14 
5 3 3  3  21 
6 1 3  4  39 
6 2 3  3  13 
6 3 3  3  14 
7 1 3  1  29 
7 2 3  2   7 
7 3 3  3  10 

Student substance use data set of Table 7.3


 a c m count  
 yes yes yes 911
 yes yes no 538
 yes no yes 44
 yes no no 456
 no yes yes   3
 no yes no 43
 no no yes 2
 no no no 279

Expanded version of student substance use data for exercise in Chapter 7, also containing r=race and g=gender.


 a c m r g count
 1 1 1 1 1 405 
 1 1 1 2 1  23 
 1 2 1 1 1  13 
 1 2 1 2 1   2 
 2 1 1 1 1   1 
 2 1 1 2 1   0 
 2 2 1 1 1   1 
 2 2 1 2 1   0 
 1 1 2 1 1 268 
 1 1 2 2 1  23 
 1 2 2 1 1 218 
 1 2 2 2 1  19 
 2 1 2 1 1  17 
 2 1 2 2 1   1 
 2 2 2 1 1 117 
 2 2 2 2 1  12 
 1 1 1 1 2 453 
 1 1 1 2 2  30 
 1 2 1 1 2  28 
 1 2 1 2 2   1 
 2 1 1 1 2   1 
 2 1 1 2 2   1 
 2 2 1 1 2   1 
 2 2 1 2 2   0 
 1 1 2 1 2 228
 1 1 2 2 2  19
 1 2 2 1 2 201
 1 2 2 2 2  18
 2 1 2 1 2  17
 2 1 2 2 2   8
 2 2 2 1 2 133
 2 2 2 2 2  17

Homicide data for exercise in Chapter 7


                          Obs    race    count
                            1      0       0 
                            2      0       0 
                            3      0       0 
                            4      0       0 
                            5      0       0 
                            6      0       0 
                            7      0       0 
                            8      0       0 
                            9      0       0 
                           10      0       0 
                           11      0       0 
                           12      0       0 
                           13      0       0 
                           14      0       0 
                           15      0       0 
                           16      0       0 
                           17      0       0 
                           18      0       0 
                           19      0       0 
                           20      0       0 
                           21      0       0 
                           22      0       0 
                           23      0       0 
                           24      0       0 
                           25      0       0 
                           26      0       0 
                           27      0       0 
                           28      0       0 
                           29      0       0 
                           30      0       0 
                           31      0       0 
                           32      0       0 
                           33      0       0 
                           34      0       0 
                           35      0       0 
                           36      0       0 
                           37      0       0 
                           38      0       0 
                           39      0       0 
                           40      0       0 
                           41      0       0 
                           42      0       0 
                           43      0       0 
                           44      0       0 
                           45      0       0 
                           46      0       0 
                           47      0       0 
                           48      0       0 
                           49      0       0 
                           50      0       0 
                           51      0       0 
                           52      0       0 
                           53      0       0 
                           54      0       0 
                           55      0       0 
                           56      0       0 
                           57      0       0 
                           58      0       0 
                           59      0       0 
                           60      0       0 
                           61      0       0 
                           62      0       0 
                           63      0       0 
                           64      0       0 
                           65      0       0 
                           66      0       0 
                           67      0       0 
                           68      0       0 
                           69      0       0 
                           70      0       0 
                           71      0       0 
                           72      0       0 
                           73      0       0 
                           74      0       0 
                           75      0       0 
                           76      0       0 
                           77      0       0 
                           78      0       0 
                           79      0       0 
                           80      0       0 
                           81      0       0 
                           82      0       0 
                           83      0       0 
                           84      0       0 
                           85      0       0 
                           86      0       0 
                           87      0       0 
                           88      0       0 
                           89      0       0 
                           90      0       0 
                           91      0       0 
                           92      0       0 
                           93      0       0 
                           94      0       0 
                           95      0       0 
                           96      0       0 
                           97      0       0 
                           98      0       0 
                           99      0       0 
                          100      0       0 
                          101      0       0 
                          102      0       0 
                          103      0       0 
                          104      0       0 
                          105      0       0 
                          106      0       0 
                          107      0       0 
                          108      0       0 
                          109      0       0 
                          110      0       0 
                          111      0       0 
                          112      0       0 
                          113      0       0 
                          114      0       0 
                          115      0       0 
                          116      0       0 
                          117      0       0 
                          118      0       0 
                          119      0       0 
                          120      0       0 
                          121      0       0 
                          122      0       0 
                          123      0       0 
                          124      0       0 
                          125      0       0 
                          126      0       0 
                          127      0       0 
                          128      0       0 
                          129      0       0 
                          130      0       0 
                          131      0       0 
                          132      0       0 
                          133      0       0 
                          134      0       0 
                          135      0       0 
                          136      0       0 
                          137      0       0 
                          138      0       0 
                          139      0       0 
                          140      0       0 
                          141      0       0 
                          142      0       0 
                          143      0       0 
                          144      0       0 
                          145      0       0 
                          146      0       0 
                          147      0       0 
                          148      0       0 
                          149      0       0 
                          150      0       0 
                          151      0       0 
                          152      0       0 
                          153      0       0 
                          154      0       0 
                          155      0       0 
                          156      0       0 
                          157      0       0 
                          158      0       0 
                          159      0       0 
                          160      0       0 
                          161      0       0 
                          162      0       0 
                          163      0       0 
                          164      0       0 
                          165      0       0 
                          166      0       0 
                          167      0       0 
                          168      0       0 
                          169      0       0 
                          170      0       0 
                          171      0       0 
                          172      0       0 
                          173      0       0 
                          174      0       0 
                          175      0       0 
                          176      0       0 
                          177      0       0 
                          178      0       0 
                          179      0       0 
                          180      0       0 
                          181      0       0 
                          182      0       0 
                          183      0       0 
                          184      0       0 
                          185      0       0 
                          186      0       0 
                          187      0       0 
                          188      0       0 
                          189      0       0 
                          190      0       0 
                          191      0       0 
                          192      0       0 
                          193      0       0 
                          194      0       0 
                          195      0       0 
                          196      0       0 
                          197      0       0 
                          198      0       0 
                          199      0       0 
                          200      0       0 
                          201      0       0 
                          202      0       0 
                          203      0       0 
                          204      0       0 
                          205      0       0 
                          206      0       0 
                          207      0       0 
                          208      0       0 
                          209      0       0 
                          210      0       0 
                          211      0       0 
                          212      0       0 
                          213      0       0 
                          214      0       0 
                          215      0       0 
                          216      0       0 
                          217      0       0 
                          218      0       0 
                          219      0       0 
                          220      0       0 
                          221      0       0 
                          222      0       0 
                          223      0       0 
                          224      0       0 
                          225      0       0 
                          226      0       0 
                          227      0       0 
                          228      0       0 
                          229      0       0 
                          230      0       0 
                          231      0       0 
                          232      0       0 
                          233      0       0 
                          234      0       0 
                          235      0       0 
                          236      0       0 
                          237      0       0 
                          238      0       0 
                          239      0       0 
                          240      0       0 
                          241      0       0 
                          242      0       0 
                          243      0       0 
                          244      0       0 
                          245      0       0 
                          246      0       0 
                          247      0       0 
                          248      0       0 
                          249      0       0 
                          250      0       0 
                          251      0       0 
                          252      0       0 
                          253      0       0 
                          254      0       0 
                          255      0       0 
                          256      0       0 
                          257      0       0 
                          258      0       0 
                          259      0       0 
                          260      0       0 
                          261      0       0 
                          262      0       0 
                          263      0       0 
                          264      0       0 
                          265      0       0 
                          266      0       0 
                          267      0       0 
                          268      0       0 
                          269      0       0 
                          270      0       0 
                          271      0       0 
                          272      0       0 
                          273      0       0 
                          274      0       0 
                          275      0       0 
                          276      0       0 
                          277      0       0 
                          278      0       0 
                          279      0       0 
                          280      0       0 
                          281      0       0 
                          282      0       0 
                          283      0       0 
                          284      0       0 
                          285      0       0 
                          286      0       0 
                          287      0       0 
                          288      0       0 
                          289      0       0 
                          290      0       0 
                          291      0       0 
                          292      0       0 
                          293      0       0 
                          294      0       0 
                          295      0       0 
                          296      0       0 
                          297      0       0 
                          298      0       0 
                          299      0       0 
                          300      0       0 
                          301      0       0 
                          302      0       0 
                          303      0       0 
                          304      0       0 
                          305      0       0 
                          306      0       0 
                          307      0       0 
                          308      0       0 
                          309      0       0 
                          310      0       0 
                          311      0       0 
                          312      0       0 
                          313      0       0 
                          314      0       0 
                          315      0       0 
                          316      0       0 
                          317      0       0 
                          318      0       0 
                          319      0       0 
                          320      0       0 
                          321      0       0 
                          322      0       0 
                          323      0       0 
                          324      0       0 
                          325      0       0 
                          326      0       0 
                          327      0       0 
                          328      0       0 
                          329      0       0 
                          330      0       0 
                          331      0       0 
                          332      0       0 
                          333      0       0 
                          334      0       0 
                          335      0       0 
                          336      0       0 
                          337      0       0 
                          338      0       0 
                          339      0       0 
                          340      0       0 
                          341      0       0 
                          342      0       0 
                          343      0       0 
                          344      0       0 
                          345      0       0 
                          346      0       0 
                          347      0       0 
                          348      0       0 
                          349      0       0 
                          350      0       0 
                          351      0       0 
                          352      0       0 
                          353      0       0 
                          354      0       0 
                          355      0       0 
                          356      0       0 
                          357      0       0 
                          358      0       0 
                          359      0       0 
                          360      0       0 
                          361      0       0 
                          362      0       0 
                          363      0       0 
                          364      0       0 
                          365      0       0 
                          366      0       0 
                          367      0       0 
                          368      0       0 
                          369      0       0 
                          370      0       0 
                          371      0       0 
                          372      0       0 
                          373      0       0 
                          374      0       0 
                          375      0       0 
                          376      0       0 
                          377      0       0 
                          378      0       0 
                          379      0       0 
                          380      0       0 
                          381      0       0 
                          382      0       0 
                          383      0       0 
                          384      0       0 
                          385      0       0 
                          386      0       0 
                          387      0       0 
                          388      0       0 
                          389      0       0 
                          390      0       0 
                          391      0       0 
                          392      0       0 
                          393      0       0 
                          394      0       0 
                          395      0       0 
                          396      0       0 
                          397      0       0 
                          398      0       0 
                          399      0       0 
                          400      0       0 
                          401      0       0 
                          402      0       0 
                          403      0       0 
                          404      0       0 
                          405      0       0 
                          406      0       0 
                          407      0       0 
                          408      0       0 
                          409      0       0 
                          410      0       0 
                          411      0       0 
                          412      0       0 
                          413      0       0 
                          414      0       0 
                          415      0       0 
                          416      0       0 
                          417      0       0 
                          418      0       0 
                          419      0       0 
                          420      0       0 
                          421      0       0 
                          422      0       0 
                          423      0       0 
                          424      0       0 
                          425      0       0 
                          426      0       0 
                          427      0       0 
                          428      0       0 
                          429      0       0 
                          430      0       0 
                          431      0       0 
                          432      0       0 
                          433      0       0 
                          434      0       0 
                          435      0       0 
                          436      0       0 
                          437      0       0 
                          438      0       0 
                          439      0       0 
                          440      0       0 
                          441      0       0 
                          442      0       0 
                          443      0       0 
                          444      0       0 
                          445      0       0 
                          446      0       0 
                          447      0       0 
                          448      0       0 
                          449      0       0 
                          450      0       0 
                          451      0       0 
                          452      0       0 
                          453      0       0 
                          454      0       0 
                          455      0       0 
                          456      0       0 
                          457      0       0 
                          458      0       0 
                          459      0       0 
                          460      0       0 
                          461      0       0 
                          462      0       0 
                          463      0       0 
                          464      0       0 
                          465      0       0 
                          466      0       0 
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                         1101      0       1 
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                         1119      0       1 
                         1120      0       1 
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                         1143      0       2 
                         1144      0       2 
                         1145      0       3 
                         1146      0       3 
                         1147      0       3 
                         1148      0       3 
                         1149      0       6 
                         1150      1       0 
                         1151      1       0 
                         1152      1       0 
                         1153      1       0 
                         1154      1       0 
                         1155      1       0 
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                         1160      1       0 
                         1161      1       0 
                         1162      1       0 
                         1163      1       0 
                         1164      1       0 
                         1165      1       0 
                         1166      1       0 
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                         1170      1       0 
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                         1173      1       0 
                         1174      1       0 
                         1175      1       0 
                         1176      1       0 
                         1177      1       0 
                         1178      1       0 
                         1179      1       0 
                         1180      1       0 
                         1181      1       0 
                         1182      1       0 
                         1183      1       0 
                         1184      1       0 
                         1185      1       0 
                         1186      1       0 
                         1187      1       0 
                         1188      1       0 
                         1189      1       0 
                         1190      1       0 
                         1191      1       0 
                         1192      1       0 
                         1193      1       0 
                         1194      1       0 
                         1195      1       0 
                         1196      1       0 
                         1197      1       0 
                         1198      1       0 
                         1199      1       0 
                         1200      1       0 
                         1201      1       0 
                         1202      1       0 
                         1203      1       0 
                         1204      1       0 
                         1205      1       0 
                         1206      1       0 
                         1207      1       0 
                         1208      1       0 
                         1209      1       0 
                         1210      1       0 
                         1211      1       0 
                         1212      1       0 
                         1213      1       0 
                         1214      1       0 
                         1215      1       0 
                         1216      1       0 
                         1217      1       0 
                         1218      1       0 
                         1219      1       0 
                         1220      1       0 
                         1221      1       0 
                         1222      1       0 
                         1223      1       0 
                         1224      1       0 
                         1225      1       0 
                         1226      1       0 
                         1227      1       0 
                         1228      1       0 
                         1229      1       0 
                         1230      1       0 
                         1231      1       0 
                         1232      1       0 
                         1233      1       0 
                         1234      1       0 
                         1235      1       0 
                         1236      1       0 
                         1237      1       0 
                         1238      1       0 
                         1239      1       0 
                         1240      1       0 
                         1241      1       0 
                         1242      1       0 
                         1243      1       0 
                         1244      1       0 
                         1245      1       0 
                         1246      1       0 
                         1247      1       0 
                         1248      1       0 
                         1249      1       0 
                         1250      1       0 
                         1251      1       0 
                         1252      1       0 
                         1253      1       0 
                         1254      1       0 
                         1255      1       0 
                         1256      1       0 
                         1257      1       0 
                         1258      1       0 
                         1259      1       0 
                         1260      1       0 
                         1261      1       0 
                         1262      1       0 
                         1263      1       0 
                         1264      1       0 
                         1265      1       0 
                         1266      1       0 
                         1267      1       0 
                         1268      1       0 
                         1269      1       1 
                         1270      1       1 
                         1271      1       1 
                         1272      1       1 
                         1273      1       1 
                         1274      1       1 
                         1275      1       1 
                         1276      1       1 
                         1277      1       1 
                         1278      1       1 
                         1279      1       1 
                         1280      1       1 
                         1281      1       1 
                         1282      1       1 
                         1283      1       1 
                         1284      1       1 
                         1285      1       2 
                         1286      1       2 
                         1287      1       2 
                         1288      1       2 
                         1289      1       2 
                         1290      1       2 
                         1291      1       2 
                         1292      1       2 
                         1293      1       2 
                         1294      1       2 
                         1295      1       2 
                         1296      1       2 
                         1297      1       3 
                         1298      1       3 
                         1299      1       3 
                         1300      1       3 
                         1301      1       3 
                         1302      1       3 
                         1303      1       3 
                         1304      1       4 
                         1305      1       4 
                         1306      1       4 
                         1307      1       5 
                         1308      1       5 

Teratology study data set of Table 8.1


 litter group n y 
 1  1 10 1   
 2 1 11 4   
 3 1 12 9   
 4 1 4 4     
 5 1 10 10   
 6 1 11 9
 7  1 9  9   
 8 1 11 11  
 9 1 10 10  
 10 1 10 7  
 11 1 12 12  
 12 1 10 9
 13 1 8  8  
 14 1 11  9 
 15 1 6  4   
 16 1  9 7  
 17 1 14 14  
 18 1 12 7
 19 1 11 9  
 20 1 13 8  
 21 1 14 5   
 22 1 10 10 
 23 1 12 10  
 24 1 13 8
 25 1 10 10 
 26 1 14 3  
 27 1 13 13  
 28 1 4 3   
 29 1  8  8  
 30 1 13 5
 31 1 12 12 
 32 2 10 1  
 33 2  3  1  
 34 2 13 1  
 35 2 12  0  
 36 2 14 4
 37 2  9  2 
 38 2 13 2  
 39 2 16  1  
 40 2 11 0  
 41 2  4  0  
 42 2 1  0
 43 2 12 0  
 44 3  8 0  
 45 3 11  1  
 46 3 14 0  
 47 3 14 1   
 48 3 11 0
 49 4  3 0   
 50 4 13 0  
 51 4 9   2  
 52 4 17 2  
 53 4 15 0   
 54 4 2 0
 55 4 14 1  
 56 4 8  0  
 57 4 6  0   
 58 4 17 0

Ray Allen data set for Chapter 8 exercise


1   0  4 
2   7  9
3   4 11
4   3  6
5   5  6
6   2  7
7   3  7
8   0  1
9   1  8
10  6  9
11  0  5
12  2  5
13  0  5
14  2  4
15  5  7
16  1  3
17  3  7
18  0  2
19  8 11
20  0  8
21  0  4
22  0  4
23  2  5
24  2  7

Smoking prevention and cessation study data from "Longitudinal Data Analysis" by D. Hedeker and R. Gibbons, for multilevel models analyzed in Sec. 9.3 (with y = follow-up THK score and PTHK = pre-score on THK)


            school  class     SC    TV   PTHK    y
             403    403101     1     0     2     3
             403    403101     1     0     4     4
             403    403101     1     0     4     3
             403    403101     1     0     3     4
             403    403101     1     0     3     4
             403    403101     1     0     4     3
             403    403101     1     0     2     2
             403    403101     1     0     4     4
             403    403101     1     0     5     5
             403    403101     1     0     3     4
             403    403101     1     0     3     3
             403    403101     1     0     3     4
             403    403101     1     0     1     3
             403    403101     1     0     2     4
             403    403101     1     0     2     2
             403    403101     1     0     1     4
             403    403101     1     0     4     4
             403    403101     1     0     3     3
             403    403101     1     0     0     3
             403    403101     1     0     3     4
             403    403102     1     0     0     2
             403    403102     1     0     1     5
             403    403102     1     0     5     3
             404    404101     1     1     1     3
             404    404101     1     1     2     4
             404    404101     1     1     4     2
             404    404101     1     1     3     3
             404    404101     1     1     1     2
             404    404101     1     1     1     1
             404    404101     1     1     2     3
             404    404101     1     1     0     5
             404    404101     1     1     1     2
             404    404101     1     1     2     3
             404    404101     1     1     2     4
             404    404102     1     1     1     3
             404    404102     1     1     1     1
             404    404102     1     1     0     0
             404    404102     1     1     4     4
             404    404102     1     1     1     5
             404    404102     1     1     2     3
             404    404102     1     1     1     3
             404    404102     1     1     2     4
             404    404102     1     1     2     2
             404    404103     1     1     2     3
             404    404103     1     1     1     2
             404    404103     1     1     2     2
             404    404103     1     1     1     3
             404    404103     1     1     1     3
             193    193101     0     0     1     2
             193    193101     0     0     3     2
             193    193101     0     0     0     3
             193    193101     0     0     3     2
             193    193101     0     0     1     1
             193    193101     0     0     2     2
             193    193101     0     0     3     4
             193    193101     0     0     3     2
             193    193101     0     0     3     3
             193    193101     0     0     1     3
             193    193101     0     0     5     1
             193    193101     0     0     1     2
             193    193101     0     0     3     1
             193    193101     0     0     2     2
             193    193101     0     0     0     1
             193    193101     0     0     3     4
             193    193101     0     0     4     3
             193    193101     0     0     2     5
             193    193101     0     0     2     4
             193    193101     0     0     3     1
             193    193101     0     0     2     3
             193    193101     0     0     3     3
             193    193101     0     0     1     2
             193    193101     0     0     2     4
             193    193101     0     0     0     3
             193    193101     0     0     3     2
             194    194101     0     0     3     1
             194    194101     0     0     1     2
             194    194101     0     0     2     3
             194    194101     0     0     2     3
             194    194101     0     0     0     1
             194    194101     0     0     0     3
             194    194101     0     0     4     2
             194    194101     0     0     2     2
             194    194101     0     0     1     3
             194    194101     0     0     1     2
             194    194101     0     0     1     1
             194    194102     0     0     2     3
             194    194102     0     0     4     4
             194    194102     0     0     4     3
             194    194102     0     0     2     3
             194    194102     0     0     0     0
             194    194102     0     0     4     4
             194    194102     0     0     4     2
             194    194102     0     0     2     3
             194    194102     0     0     0     2
             194    194102     0     0     4     2
             194    194103     0     0     2     2
             194    194103     0     0     2     2
             194    194103     0     0     2     2
             194    194103     0     0     2     0
             194    194103     0     0     3     5
             194    194103     0     0     2     0
             194    194103     0     0     2     4
             194    194103     0     0     0     0
             194    194103     0     0     0     4
             194    194103     0     0     2     2
             194    194103     0     0     1     1
             194    194103     0     0     3     1
             194    194103     0     0     2     0
             194    194103     0     0     5     1
             194    194103     0     0     1     1
             194    194104     0     0     1     1
             194    194104     0     0     4     4
             194    194104     0     0     3     4
             194    194104     0     0     3     4
             194    194104     0     0     1     3
             194    194104     0     0     5     4
             194    194104     0     0     1     2
             194    194104     0     0     4     3
             194    194104     0     0     2     1
             194    194104     0     0     2     1
             194    194104     0     0     2     1
             194    194104     0     0     2     3
             194    194105     0     0     2     2
             194    194105     0     0     2     2
             194    194105     0     0     2     1
             194    194105     0     0     3     2
             194    194105     0     0     2     2
             194    194105     0     0     4     2
             194    194105     0     0     3     5
             194    194105     0     0     0     4
             194    194105     0     0     0     1
             194    194105     0     0     1     5
             194    194105     0     0     2     3
             194    194105     0     0     1     2
             194    194106     0     0     3     2
             194    194106     0     0     2     2
             194    194106     0     0     2     5
             194    194106     0     0     2     4
             194    194106     0     0     5     4
             194    194106     0     0     3     5
             194    194106     0     0     3     5
             194    194106     0     0     3     3
             194    194106     0     0     1     0
             194    194106     0     0     2     5
             196    196101     1     0     3     4
             196    196101     1     0     3     4
             196    196101     1     0     4     2
             196    196101     1     0     5     4
             196    196101     1     0     1     3
             196    196101     1     0     2     2
             196    196101     1     0     4     4
             196    196101     1     0     2     1
             196    196101     1     0     4     4
             196    196101     1     0     1     2
             196    196101     1     0     2     4
             196    196101     1     0     3     4
             196    196101     1     0     2     3
             196    196101     1     0     4     3
             196    196101     1     0     3     1
             196    196101     1     0     2     5
             196    196101     1     0     2     3
             196    196101     1     0     2     3
             196    196101     1     0     3     3
             196    196101     1     0     2     3
             196    196101     1     0     3     3
             196    196102     1     0     4     4
             196    196102     1     0     3     3
             196    196102     1     0     3     3
             196    196102     1     0     0     3
             196    196102     1     0     0     2
             196    196102     1     0     3     4
             196    196102     1     0     4     4
             196    196102     1     0     2     4
             196    196102     1     0     0     3
             196    196102     1     0     1     4
             197    197101     0     0     2     5
             197    197101     0     0     1     2
             197    197101     0     0     2     5
             197    197101     0     0     2     2
             197    197101     0     0     3     2
             197    197101     0     0     4     3
             197    197101     0     0     1     2
             197    197101     0     0     1     1
             197    197101     0     0     3     3
             197    197101     0     0     0     0
             197    197101     0     0     1     1
             197    197101     0     0     3     1
             197    197101     0     0     3     4
             197    197101     0     0     5     5
             197    197101     0     0     0     2
             197    197101     0     0     4     3
             197    197101     0     0     3     2
             197    197102     0     0     1     4
             197    197102     0     0     0     1
             197    197102     0     0     2     1
             197    197102     0     0     4     6
             197    197102     0     0     2     2
             197    197102     0     0     3     5
             197    197102     0     0     3     3
             197    197102     0     0     3     1
             197    197102     0     0     3     4
             197    197102     0     0     1     2
             197    197102     0     0     3     2
             197    197102     0     0     2     1
             197    197102     0     0     2     1
             197    197102     0     0     3     3
             197    197102     0     0     2     2
             197    197102     0     0     2     1
             197    197102     0     0     2     1
             197    197102     0     0     1     1
             197    197102     0     0     2     1
             197    197103     0     0     0     4
             197    197103     0     0     1     3
             197    197104     0     0     1     1
             197    197104     0     0     2     3
             197    197104     0     0     1     4
             197    197104     0     0     2     2
             198    198101     1     1     1     2
             198    198101     1     1     2     4
             198    198101     1     1     2     4
             198    198101     1     1     4     5
             198    198101     1     1     1     3
             198    198101     1     1     3     5
             198    198101     1     1     5     3
             198    198101     1     1     3     1
             198    198101     1     1     2     4
             198    198101     1     1     2     4
             198    198101     1     1     3     3
             198    198101     1     1     3     4
             198    198101     1     1     3     1
             198    198101     1     1     0     0
             198    198101     1     1     2     4
             198    198101     1     1     3     4
             198    198101     1     1     3     1
             198    198101     1     1     3     4
             198    198101     1     1     1     2
             198    198101     1     1     2     4
             198    198101     1     1     5     1
             198    198102     1     1     3     3
             198    198102     1     1     2     2
             198    198102     1     1     1     4
             198    198102     1     1     0     3
             198    198102     1     1     3     4
             198    198102     1     1     2     4
             198    198102     1     1     1     2
             198    198102     1     1     0     2
             198    198102     1     1     1     2
             198    198102     1     1     2     1
             198    198102     1     1     2     1
             198    198102     1     1     2     4
             198    198102     1     1     1     2
             198    198102     1     1     1     2
             198    198102     1     1     3     1
             198    198102     1     1     2     2
             198    198103     1     1     2     2
             198    198103     1     1     0     1
             198    198103     1     1     3     2
             198    198103     1     1     2     3
             198    198103     1     1     1     3
             198    198103     1     1     5     4
             198    198103     1     1     1     3
             198    198103     1     1     2     2
             198    198103     1     1     2     2
             198    198103     1     1     1     3
             198    198103     1     1     1     1
             198    198103     1     1     5     1
             198    198103     1     1     1     0
             198    198103     1     1     1     2
             198    198103     1     1     4     3
             199    199101     0     1     1     0
             199    199101     0     1     4     4
             199    199101     0     1     3     2
             199    199101     0     1     0     1
             199    199101     0     1     3     2
             199    199101     0     1     2     1
             199    199101     0     1     2     3
             199    199101     0     1     1     3
             199    199101     0     1     0     2
             199    199101     0     1     1     3
             199    199101     0     1     1     2
             199    199101     0     1     1     4
             199    199101     0     1     2     2
             199    199102     0     1     1     0
             199    199102     0     1     3     1
             199    199103     0     1     2     3
             199    199103     0     1     2     2
             199    199103     0     1     1     0
             199    199103     0     1     3     3
             199    199103     0     1     2     1
             199    199103     0     1     3     5
             199    199103     0     1     1     1
             199    199103     0     1     1     2
             199    199103     0     1     1     5
             199    199103     0     1     2     2
             199    199103     0     1     3     3
             199    199103     0     1     1     1
             199    199103     0     1     4     2
             199    199103     0     1     2     4
             199    199104     0     1     1     1
             199    199104     0     1     0     1
             199    199104     0     1     2     3
             199    199104     0     1     2     3
             199    199104     0     1     2     1
             199    199104     0     1     1     2
             199    199104     0     1     2     3
             199    199104     0     1     4     1
             199    199104     0     1     2     3
             199    199104     0     1     0     2
             199    199104     0     1     2     1
             199    199104     0     1     2     3
             199    199104     0     1     2     1
             199    199105     0     1     0     1
             199    199106     0     1     2     4
             199    199106     0     1     0     2
             199    199106     0     1     3     2
             199    199106     0     1     4     1
             199    199106     0     1     2     2
             199    199106     0     1     1     4
             199    199106     0     1     0     3
             199    199106     0     1     1     4
             199    199106     0     1     3     2
             199    199106     0     1     1     1
             199    199106     0     1     1     2
             199    199106     0     1     3     5
             401    401101     1     1     3     4
             401    401101     1     1     1     3
             401    401101     1     1     3     1
             401    401101     1     1     3     3
             401    401101     1     1     1     2
             401    401101     1     1     2     3
             401    401101     1     1     1     3
             401    401101     1     1     0     3
             401    401101     1     1     3     5
             401    401101     1     1     1     3
             401    401101     1     1     3     3
             401    401101     1     1     5     3
             401    401101     1     1     2     4
             401    401101     1     1     2     5
             401    401101     1     1     0     2
             401    401101     1     1     0     1
             401    401101     1     1     2     5
             401    401101     1     1     2     4
             401    401102     1     1     2     4
             401    401102     1     1     5     3
             401    401102     1     1     3     4
             401    401102     1     1     3     1
             401    401102     1     1     0     2
             401    401102     1     1     2     3
             401    401102     1     1     4     3
             401    401102     1     1     2     4
             401    401102     1     1     3     2
             401    401102     1     1     2     4
             401    401102     1     1     2     3
             401    401102     1     1     1     4
             401    401102     1     1     4     3
             401    401102     1     1     2     1
             401    401102     1     1     2     2
             401    401102     1     1     5     5
             401    401102     1     1     2     4
             401    401102     1     1     2     3
             401    401102     1     1     2     3
             401    401102     1     1     3     5
             401    401102     1     1     3     3
             402    402101     0     0     2     2
             402    402101     0     0     3     4
             402    402101     0     0     3     4
             402    402101     0     0     2     2
             402    402101     0     0     4     2
             402    402101     0     0     2     3
             402    402101     0     0     2     2
             402    402101     0     0     3     2
             402    402101     0     0     2     3
             402    402101     0     0     4     5
             402    402101     0     0     1     2
             402    402101     0     0     1     4
             402    402101     0     0     2     2
             402    402101     0     0     2     4
             402    402101     0     0     4     2
             402    402101     0     0     1     2
             402    402101     0     0     5     1
             402    402102     0     0     0     3
             402    402102     0     0     2     2
             402    402102     0     0     2     2
             402    402102     0     0     2     1
             402    402102     0     0     3     2
             402    402102     0     0     2     1
             402    402102     0     0     1     0
             402    402102     0     0     2     1
             402    402102     0     0     3     1
             402    402102     0     0     3     3
             402    402102     0     0     2     1
             402    402102     0     0     1     3
             402    402102     0     0     4     4
             402    402102     0     0     4     4
             402    402102     0     0     6     7
             402    402102     0     0     2     1
             405    405101     0     1     3     3
             405    405101     0     1     2     4
             405    405101     0     1     1     3
             405    405101     0     1     3     2
             405    405101     0     1     3     2
             405    405101     0     1     3     2
             405    405101     0     1     3     4
             405    405101     0     1     1     1
             405    405101     0     1     2     3
             405    405101     0     1     2     4
             405    405101     0     1     2     2
             405    405101     0     1     2     1
             405    405101     0     1     5     5
             405    405101     0     1     2     4
             405    405101     0     1     4     4
             405    405102     0     1     2     2
             405    405102     0     1     0     2
             405    405102     0     1     3     2
             405    405102     0     1     1     1
             405    405102     0     1     1     0
             405    405102     0     1     4     5
             405    405102     0     1     4     4
             405    405102     0     1     2     1
             405    405102     0     1     5     4
             405    405102     0     1     1     1
             405    405102     0     1     1     0
             405    405102     0     1     2     3
             405    405102     0     1     1     1
             405    405102     0     1     1     1
             405    405102     0     1     2     1
             405    405102     0     1     3     2
             405    405103     0     1     2     2
             405    405103     0     1     2     1
             405    405103     0     1     2     3
             405    405103     0     1     5     4
             405    405103     0     1     4     1
             405    405103     0     1     4     4
             405    405103     0     1     2     4
             405    405103     0     1     2     1
             405    405103     0     1     4     6
             405    405103     0     1     2     3
             405    405103     0     1     3     3
             405    405103     0     1     0     3
             405    405103     0     1     2     4
             405    405103     0     1     2     1
             405    405103     0     1     1     1
             405    405103     0     1     0     2
             405    405103     0     1     1     4
             405    405103     0     1     4     3
             405    405103     0     1     2     2
             405    405103     0     1     1     3
             405    405103     0     1     2     1
             407    407101     0     1     1     4
             407    407101     0     1     1     3
             407    407101     0     1     2     1
             407    407101     0     1     4     5
             407    407101     0     1     1     3
             407    407101     0     1     3     4
             407    407101     0     1     2     4
             407    407101     0     1     3     5
             407    407101     0     1     1     5
             407    407101     0     1     0     4
             407    407101     0     1     1     4
             407    407101     0     1     3     4
             407    407101     0     1     3     4
             407    407101     0     1     0     3
             407    407101     0     1     2     5
             407    407101     0     1     1     2
             407    407101     0     1     1     3
             407    407101     0     1     1     0
             407    407101     0     1     3     4
             407    407101     0     1     2     2
             407    407101     0     1     3     3
             407    407102     0     1     1     3
             407    407102     0     1     2     2
             407    407102     0     1     1     1
             407    407102     0     1     3     4
             407    407102     0     1     2     4
             407    407102     0     1     0     3
             407    407102     0     1     2     5
             407    407102     0     1     2     5
             407    407102     0     1     2     3
             407    407102     0     1     2     3
             407    407102     0     1     2     5
             407    407102     0     1     2     2
             407    407102     0     1     1     2
             407    407102     0     1     1     3
             407    407102     0     1     5     2
             407    407102     0     1     2     3
             407    407102     0     1     2     1
             407    407102     0     1     2     4
             407    407102     0     1     1     3
             407    407102     0     1     1     1
             407    407102     0     1     2     2
             407    407102     0     1     0     1
             407    407102     0     1     1     4
             407    407102     0     1     1     4
             407    407102     0     1     0     2
             407    407102     0     1     3     4
             407    407102     0     1     2     3
             407    407103     0     1     3     1
             407    407103     0     1     4     3
             407    407103     0     1     2     4
             407    407103     0     1     2     2
             407    407103     0     1     1     1
             407    407103     0     1     1     2
             407    407103     0     1     3     3
             407    407103     0     1     3     0
             407    407103     0     1     5     5
             407    407103     0     1     2     2
             407    407103     0     1     1     0
             407    407103     0     1     2     1
             407    407103     0     1     1     4
             407    407103     0     1     4     2
             407    407103     0     1     4     2
             407    407103     0     1     2     4
             407    407103     0     1     3     3
             408    408101     1     0     2     1
             408    408101     1     0     2     1
             408    408101     1     0     1     1
             408    408102     1     0     0     0
             408    408102     1     0     1     0
             408    408103     1     0     3     3
             408    408103     1     0     1     1
             408    408103     1     0     5     5
             408    408103     1     0     4     6
             408    408103     1     0     4     4
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             515    515113     0     0     3     1
             515    515113     0     0     2     0
             515    515113     0     0     2     1
             515    515113     0     0     1     1
             515    515113     0     0     2     1
             515    515113     0     0     3     2
             515    515113     0     0     3     3 

Attitudes about abortion data set of Table 9.3, with data shown at the individual level


     gender response question case
       1        1        1    1
       1        1        2    1
       1        1        3    1
       1        1        1    2
       1        1        2    2
       1        1        3    2
       1        1        1    3
       1        1        2    3
       1        1        3    3
       1        1        1    4
       1        1        2    4
       1        1        3    4
       1        1        1    5
       1        1        2    5
       1        1        3    5
       1        1        1    6
       1        1        2    6
       1        1        3    6
       1        1        1    7
       1        1        2    7
       1        1        3    7
       1        1        1    8
       1        1        2    8
       1        1        3    8
       1        1        1    9
       1        1        2    9
       1        1        3    9
       1        1        1   10
       1        1        2   10
       1        1        3   10
       1        1        1   11
       1        1        2   11
       1        1        3   11
       1        1        1   12
       1        1        2   12
       1        1        3   12
       1        1        1   13
       1        1        2   13
       1        1        3   13
       1        1        1   14
       1        1        2   14
       1        1        3   14
       1        1        1   15
       1        1        2   15
       1        1        3   15
       1        1        1   16
       1        1        2   16
       1        1        3   16
       1        1        1   17
       1        1        2   17
       1        1        3   17
       1        1        1   18
       1        1        2   18
       1        1        3   18
       1        1        1   19
       1        1        2   19
       1        1        3   19
       1        1        1   20
       1        1        2   20
       1        1        3   20
       1        1        1   21
       1        1        2   21
       1        1        3   21
       1        1        1   22
       1        1        2   22
       1        1        3   22
       1        1        1   23
       1        1        2   23
       1        1        3   23
       1        1        1   24
       1        1        2   24
       1        1        3   24
       1        1        1   25
       1        1        2   25
       1        1        3   25
       1        1        1   26
       1        1        2   26
       1        1        3   26
       1        1        1   27
       1        1        2   27
       1        1        3   27
       1        1        1   28
       1        1        2   28
       1        1        3   28
       1        1        1   29
       1        1        2   29
       1        1        3   29
       1        1        1   30
       1        1        2   30
       1        1        3   30
       1        1        1   31
       1        1        2   31
       1        1        3   31
       1        1        1   32
       1        1        2   32
       1        1        3   32
       1        1        1   33
       1        1        2   33
       1        1        3   33
       1        1        1   34
       1        1        2   34
       1        1        3   34
       1        1        1   35
       1        1        2   35
       1        1        3   35
       1        1        1   36
       1        1        2   36
       1        1        3   36
       1        1        1   37
       1        1        2   37
       1        1        3   37
       1        1        1   38
       1        1        2   38
       1        1        3   38
       1        1        1   39
       1        1        2   39
       1        1        3   39
       1        1        1   40
       1        1        2   40
       1        1        3   40
       1        1        1   41
       1        1        2   41
       1        1        3   41
       1        1        1   42
       1        1        2   42
       1        1        3   42
       1        1        1   43
       1        1        2   43
       1        1        3   43
       1        1        1   44
       1        1        2   44
       1        1        3   44
       1        1        1   45
       1        1        2   45
       1        1        3   45
       1        1        1   46
       1        1        2   46
       1        1        3   46
       1        1        1   47
       1        1        2   47
       1        1        3   47
       1        1        1   48
       1        1        2   48
       1        1        3   48
       1        1        1   49
       1        1        2   49
       1        1        3   49
       1        1        1   50
       1        1        2   50
       1        1        3   50
       1        1        1   51
       1        1        2   51
       1        1        3   51
       1        1        1   52
       1        1        2   52
       1        1        3   52
       1        1        1   53
       1        1        2   53
       1        1        3   53
       1        1        1   54
       1        1        2   54
       1        1        3   54
       1        1        1   55
       1        1        2   55
       1        1        3   55
       1        1        1   56
       1        1        2   56
       1        1        3   56
       1        1        1   57
       1        1        2   57
       1        1        3   57
       1        1        1   58
       1        1        2   58
       1        1        3   58
       1        1        1   59
       1        1        2   59
       1        1        3   59
       1        1        1   60
       1        1        2   60
       1        1        3   60
       1        1        1   61
       1        1        2   61
       1        1        3   61
       1        1        1   62
       1        1        2   62
       1        1        3   62
       1        1        1   63
       1        1        2   63
       1        1        3   63
       1        1        1   64
       1        1        2   64
       1        1        3   64
       1        1        1   65
       1        1        2   65
       1        1        3   65
       1        1        1   66
       1        1        2   66
       1        1        3   66
       1        1        1   67
       1        1        2   67
       1        1        3   67
       1        1        1   68
       1        1        2   68
       1        1        3   68
       1        1        1   69
       1        1        2   69
       1        1        3   69
       1        1        1   70
       1        1        2   70
       1        1        3   70
       1        1        1   71
       1        1        2   71
       1        1        3   71
       1        1        1   72
       1        1        2   72
       1        1        3   72
       1        1        1   73
       1        1        2   73
       1        1        3   73
       1        1        1   74
       1        1        2   74
       1        1        3   74
       1        1        1   75
       1        1        2   75
       1        1        3   75
       1        1        1   76
       1        1        2   76
       1        1        3   76
       1        1        1   77
       1        1        2   77
       1        1        3   77
       1        1        1   78
       1        1        2   78
       1        1        3   78
       1        1        1   79
       1        1        2   79
       1        1        3   79
       1        1        1   80
       1        1        2   80
       1        1        3   80
       1        1        1   81
       1        1        2   81
       1        1        3   81
       1        1        1   82
       1        1        2   82
       1        1        3   82
       1        1        1   83
       1        1        2   83
       1        1        3   83
       1        1        1   84
       1        1        2   84
       1        1        3   84
       1        1        1   85
       1        1        2   85
       1        1        3   85
       1        1        1   86
       1        1        2   86
       1        1        3   86
       1        1        1   87
       1        1        2   87
       1        1        3   87
       1        1        1   88
       1        1        2   88
       1        1        3   88
       1        1        1   89
       1        1        2   89
       1        1        3   89
       1        1        1   90
       1        1        2   90
       1        1        3   90
       1        1        1   91
       1        1        2   91
       1        1        3   91
       1        1        1   92
       1        1        2   92
       1        1        3   92
       1        1        1   93
       1        1        2   93
       1        1        3   93
       1        1        1   94
       1        1        2   94
       1        1        3   94
       1        1        1   95
       1        1        2   95
       1        1        3   95
       1        1        1   96
       1        1        2   96
       1        1        3   96
       1        1        1   97
       1        1        2   97
       1        1        3   97
       1        1        1   98
       1        1        2   98
       1        1        3   98
       1        1        1   99
       1        1        2   99
       1        1        3   99
       1        1        1  100
       1        1        2  100
       1        1        3  100
       1        1        1  101
       1        1        2  101
       1        1        3  101
       1        1        1  102
       1        1        2  102
       1        1        3  102
       1        1        1  103
       1        1        2  103
       1        1        3  103
       1        1        1  104
       1        1        2  104
       1        1        3  104
       1        1        1  105
       1        1        2  105
       1        1        3  105
       1        1        1  106
       1        1        2  106
       1        1        3  106
       1        1        1  107
       1        1        2  107
       1        1        3  107
       1        1        1  108
       1        1        2  108
       1        1        3  108
       1        1        1  109
       1        1        2  109
       1        1        3  109
       1        1        1  110
       1        1        2  110
       1        1        3  110
       1        1        1  111
       1        1        2  111
       1        1        3  111
       1        1        1  112
       1        1        2  112
       1        1        3  112
       1        1        1  113
       1        1        2  113
       1        1        3  113
       1        1        1  114
       1        1        2  114
       1        1        3  114
       1        1        1  115
       1        1        2  115
       1        1        3  115
       1        1        1  116
       1        1        2  116
       1        1        3  116
       1        1        1  117
       1        1        2  117
       1        1        3  117
       1        1        1  118
       1        1        2  118
       1        1        3  118
       1        1        1  119
       1        1        2  119
       1        1        3  119
       1        1        1  120
       1        1        2  120
       1        1        3  120
       1        1        1  121
       1        1        2  121
       1        1        3  121
       1        1        1  122
       1        1        2  122
       1        1        3  122
       1        1        1  123
       1        1        2  123
       1        1        3  123
       1        1        1  124
       1        1        2  124
       1        1        3  124
       1        1        1  125
       1        1        2  125
       1        1        3  125
       1        1        1  126
       1        1        2  126
       1        1        3  126
       1        1        1  127
       1        1        2  127
       1        1        3  127
       1        1        1  128
       1        1        2  128
       1        1        3  128
       1        1        1  129
       1        1        2  129
       1        1        3  129
       1        1        1  130
       1        1        2  130
       1        1        3  130
       1        1        1  131
       1        1        2  131
       1        1        3  131
       1        1        1  132
       1        1        2  132
       1        1        3  132
       1        1        1  133
       1        1        2  133
       1        1        3  133
       1        1        1  134
       1        1        2  134
       1        1        3  134
       1        1        1  135
       1        1        2  135
       1        1        3  135
       1        1        1  136
       1        1        2  136
       1        1        3  136
       1        1        1  137
       1        1        2  137
       1        1        3  137
       1        1        1  138
       1        1        2  138
       1        1        3  138
       1        1        1  139
       1        1        2  139
       1        1        3  139
       1        1        1  140
       1        1        2  140
       1        1        3  140
       1        1        1  141
       1        1        2  141
       1        1        3  141
       1        1        1  142
       1        1        2  142
       1        1        3  142
       1        1        1  143
       1        1        2  143
       1        1        3  143
       1        1        1  144
       1        1        2  144
       1        1        3  144
       1        1        1  145
       1        1        2  145
       1        1        3  145
       1        1        1  146
       1        1        2  146
       1        1        3  146
       1        1        1  147
       1        1        2  147
       1        1        3  147
       1        1        1  148
       1        1        2  148
       1        1        3  148
       1        1        1  149
       1        1        2  149
       1        1        3  149
       1        1        1  150
       1        1        2  150
       1        1        3  150
       1        1        1  151
       1        1        2  151
       1        1        3  151
       1        1        1  152
       1        1        2  152
       1        1        3  152
       1        1        1  153
       1        1        2  153
       1        1        3  153
       1        1        1  154
       1        1        2  154
       1        1        3  154
       1        1        1  155
       1        1        2  155
       1        1        3  155
       1        1        1  156
       1        1        2  156
       1        1        3  156
       1        1        1  157
       1        1        2  157
       1        1        3  157
       1        1        1  158
       1        1        2  158
       1        1        3  158
       1        1        1  159
       1        1        2  159
       1        1        3  159
       1        1        1  160
       1        1        2  160
       1        1        3  160
       1        1        1  161
       1        1        2  161
       1        1        3  161
       1        1        1  162
       1        1        2  162
       1        1        3  162
       1        1        1  163
       1        1        2  163
       1        1        3  163
       1        1        1  164
       1        1        2  164
       1        1        3  164
       1        1        1  165
       1        1        2  165
       1        1        3  165
       1        1        1  166
       1        1        2  166
       1        1        3  166
       1        1        1  167
       1        1        2  167
       1        1        3  167
       1        1        1  168
       1        1        2  168
       1        1        3  168
       1        1        1  169
       1        1        2  169
       1        1        3  169
       1        1        1  170
       1        1        2  170
       1        1        3  170
       1        1        1  171
       1        1        2  171
       1        1        3  171
       1        1        1  172
       1        1        2  172
       1        1        3  172
       1        1        1  173
       1        1        2  173
       1        1        3  173
       1        1        1  174
       1        1        2  174
       1        1        3  174
       1        1        1  175
       1        1        2  175
       1        1        3  175
       1        1        1  176
       1        1        2  176
       1        1        3  176
       1        1        1  177
       1        1        2  177
       1        1        3  177
       1        1        1  178
       1        1        2  178
       1        1        3  178
       1        1        1  179
       1        1        2  179
       1        1        3  179
       1        1        1  180
       1        1        2  180
       1        1        3  180
       1        1        1  181
       1        1        2  181
       1        1        3  181
       1        1        1  182
       1        1        2  182
       1        1        3  182
       1        1        1  183
       1        1        2  183
       1        1        3  183
       1        1        1  184
       1        1        2  184
       1        1        3  184
       1        1        1  185
       1        1        2  185
       1        1        3  185
       1        1        1  186
       1        1        2  186
       1        1        3  186
       1        1        1  187
       1        1        2  187
       1        1        3  187
       1        1        1  188
       1        1        2  188
       1        1        3  188
       1        1        1  189
       1        1        2  189
       1        1        3  189
       1        1        1  190
       1        1        2  190
       1        1        3  190
       1        1        1  191
       1        1        2  191
       1        1        3  191
       1        1        1  192
       1        1        2  192
       1        1        3  192
       1        1        1  193
       1        1        2  193
       1        1        3  193
       1        1        1  194
       1        1        2  194
       1        1        3  194
       1        1        1  195
       1        1        2  195
       1        1        3  195
       1        1        1  196
       1        1        2  196
       1        1        3  196
       1        1        1  197
       1        1        2  197
       1        1        3  197
       1        1        1  198
       1        1        2  198
       1        1        3  198
       1        1        1  199
       1        1        2  199
       1        1        3  199
       1        1        1  200
       1        1        2  200
       1        1        3  200
       1        1        1  201
       1        1        2  201
       1        1        3  201
       1        1        1  202
       1        1        2  202
       1        1        3  202
       1        1        1  203
       1        1        2  203
       1        1        3  203
       1        1        1  204
       1        1        2  204
       1        1        3  204
       1        1        1  205
       1        1        2  205
       1        1        3  205
       1        1        1  206
       1        1        2  206
       1        1        3  206
       1        1        1  207
       1        1        2  207
       1        1        3  207
       1        1        1  208
       1        1        2  208
       1        1        3  208
       1        1        1  209
       1        1        2  209
       1        1        3  209
       1        1        1  210
       1        1        2  210
       1        1        3  210
       1        1        1  211
       1        1        2  211
       1        1        3  211
       1        1        1  212
       1        1        2  212
       1        1        3  212
       1        1        1  213
       1        1        2  213
       1        1        3  213
       1        1        1  214
       1        1        2  214
       1        1        3  214
       1        1        1  215
       1        1        2  215
       1        1        3  215
       1        1        1  216
       1        1        2  216
       1        1        3  216
       1        1        1  217
       1        1        2  217
       1        1        3  217
       1        1        1  218
       1        1        2  218
       1        1        3  218
       1        1        1  219
       1        1        2  219
       1        1        3  219
       1        1        1  220
       1        1        2  220
       1        1        3  220
       1        1        1  221
       1        1        2  221
       1        1        3  221
       1        1        1  222
       1        1        2  222
       1        1        3  222
       1        1        1  223
       1        1        2  223
       1        1        3  223
       1        1        1  224
       1        1        2  224
       1        1        3  224
       1        1        1  225
       1        1        2  225
       1        1        3  225
       1        1        1  226
       1        1        2  226
       1        1        3  226
       1        1        1  227
       1        1        2  227
       1        1        3  227
       1        1        1  228
       1        1        2  228
       1        1        3  228
       1        1        1  229
       1        1        2  229
       1        1        3  229
       1        1        1  230
       1        1        2  230
       1        1        3  230
       1        1        1  231
       1        1        2  231
       1        1        3  231
       1        1        1  232
       1        1        2  232
       1        1        3  232
       1        1        1  233
       1        1        2  233
       1        1        3  233
       1        1        1  234
       1        1        2  234
       1        1        3  234
       1        1        1  235
       1        1        2  235
       1        1        3  235
       1        1        1  236
       1        1        2  236
       1        1        3  236
       1        1        1  237
       1        1        2  237
       1        1        3  237
       1        1        1  238
       1        1        2  238
       1        1        3  238
       1        1        1  239
       1        1        2  239
       1        1        3  239
       1        1        1  240
       1        1        2  240
       1        1        3  240
       1        1        1  241
       1        1        2  241
       1        1        3  241
       1        1        1  242
       1        1        2  242
       1        1        3  242
       1        1        1  243
       1        1        2  243
       1        1        3  243
       1        1        1  244
       1        1        2  244
       1        1        3  244
       1        1        1  245
       1        1        2  245
       1        1        3  245
       1        1        1  246
       1        1        2  246
       1        1        3  246
       1        1        1  247
       1        1        2  247
       1        1        3  247
       1        1        1  248
       1        1        2  248
       1        1        3  248
       1        1        1  249
       1        1        2  249
       1        1        3  249
       1        1        1  250
       1        1        2  250
       1        1        3  250
       1        1        1  251
       1        1        2  251
       1        1        3  251
       1        1        1  252
       1        1        2  252
       1        1        3  252
       1        1        1  253
       1        1        2  253
       1        1        3  253
       1        1        1  254
       1        1        2  254
       1        1        3  254
       1        1        1  255
       1        1        2  255
       1        1        3  255
       1        1        1  256
       1        1        2  256
       1        1        3  256
       1        1        1  257
       1        1        2  257
       1        1        3  257
       1        1        1  258
       1        1        2  258
       1        1        3  258
       1        1        1  259
       1        1        2  259
       1        1        3  259
       1        1        1  260
       1        1        2  260
       1        1        3  260
       1        1        1  261
       1        1        2  261
       1        1        3  261
       1        1        1  262
       1        1        2  262
       1        1        3  262
       1        1        1  263
       1        1        2  263
       1        1        3  263
       1        1        1  264
       1        1        2  264
       1        1        3  264
       1        1        1  265
       1        1        2  265
       1        1        3  265
       1        1        1  266
       1        1        2  266
       1        1        3  266
       1        1        1  267
       1        1        2  267
       1        1        3  267
       1        1        1  268
       1        1        2  268
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      0        0        1 1618
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      0        0        3 1618
      0        0        1 1619
      0        0        2 1619
      0        0        3 1619
      0        0        1 1620
      0        0        2 1620
      0        0        3 1620
      0        0        1 1621
      0        0        2 1621
      0        0        3 1621
      0        0        1 1622
      0        0        2 1622
      0        0        3 1622
      0        0        1 1623
      0        0        2 1623
      0        0        3 1623
      0        0        1 1624
      0        0        2 1624
      0        0        3 1624
      0        0        1 1625
      0        0        2 1625
      0        0        3 1625
      0        0        1 1626
      0        0        2 1626
      0        0        3 1626
      0        0        1 1627
      0        0        2 1627
      0        0        3 1627
      0        0        1 1628
      0        0        2 1628
      0        0        3 1628
      0        0        1 1629
      0        0        2 1629
      0        0        3 1629
      0        0        1 1630
      0        0        2 1630
      0        0        3 1630
      0        0        1 1631
      0        0        2 1631
      0        0        3 1631
      0        0        1 1632
      0        0        2 1632
      0        0        3 1632
      0        0        1 1633
      0        0        2 1633
      0        0        3 1633
      0        0        1 1634
      0        0        2 1634
      0        0        3 1634
      0        0        1 1635
      0        0        2 1635
      0        0        3 1635
      0        0        1 1636
      0        0        2 1636
      0        0        3 1636
      0        0        1 1637
      0        0        2 1637
      0        0        3 1637
      0        0        1 1638
      0        0        2 1638
      0        0        3 1638
      0        0        1 1639
      0        0        2 1639
      0        0        3 1639
      0        0        1 1640
      0        0        2 1640
      0        0        3 1640
      0        0        1 1641
      0        0        2 1641
      0        0        3 1641
      0        0        1 1642
      0        0        2 1642
      0        0        3 1642
      0        0        1 1643
      0        0        2 1643
      0        0        3 1643
      0        0        1 1644
      0        0        2 1644
      0        0        3 1644
      0        0        1 1645
      0        0        2 1645
      0        0        3 1645
      0        0        1 1646
      0        0        2 1646
      0        0        3 1646
      0        0        1 1647
      0        0        2 1647
      0        0        3 1647
      0        0        1 1648
      0        0        2 1648
      0        0        3 1648
      0        0        1 1649
      0        0        2 1649
      0        0        3 1649
      0        0        1 1650
      0        0        2 1650
      0        0        3 1650
      0        0        1 1651
      0        0        2 1651
      0        0        3 1651
      0        0        1 1652
      0        0        2 1652
      0        0        3 1652
      0        0        1 1653
      0        0        2 1653
      0        0        3 1653
      0        0        1 1654
      0        0        2 1654
      0        0        3 1654
      0        0        1 1655
      0        0        2 1655
      0        0        3 1655
      0        0        1 1656
      0        0        2 1656
      0        0        3 1656
      0        0        1 1657
      0        0        2 1657
      0        0        3 1657
      0        0        1 1658
      0        0        2 1658
      0        0        3 1658
      0        0        1 1659
      0        0        2 1659
      0        0        3 1659
      0        0        1 1660
      0        0        2 1660
      0        0        3 1660
      0        0        1 1661
      0        0        2 1661
      0        0        3 1661
      0        0        1 1662
      0        0        2 1662
      0        0        3 1662
      0        0        1 1663
      0        0        2 1663
      0        0        3 1663
      0        0        1 1664
      0        0        2 1664
      0        0        3 1664
      0        0        1 1665
      0        0        2 1665
      0        0        3 1665
      0        0        1 1666
      0        0        2 1666
      0        0        3 1666
      0        0        1 1667
      0        0        2 1667
      0        0        3 1667
      0        0        1 1668
      0        0        2 1668
      0        0        3 1668
      0        0        1 1669
      0        0        2 1669
      0        0        3 1669
      0        0        1 1670
      0        0        2 1670
      0        0        3 1670
      0        0        1 1671
      0        0        2 1671
      0        0        3 1671
      0        0        1 1672
      0        0        2 1672
      0        0        3 1672
      0        0        1 1673
      0        0        2 1673
      0        0        3 1673
      0        0        1 1674
      0        0        2 1674
      0        0        3 1674
      0        0        1 1675
      0        0        2 1675
      0        0        3 1675
      0        0        1 1676
      0        0        2 1676
      0        0        3 1676
      0        0        1 1677
      0        0        2 1677
      0        0        3 1677
      0        0        1 1678
      0        0        2 1678
      0        0        3 1678
      0        0        1 1679
      0        0        2 1679
      0        0        3 1679
      0        0        1 1680
      0        0        2 1680
      0        0        3 1680
      0        0        1 1681
      0        0        2 1681
      0        0        3 1681
      0        0        1 1682
      0        0        2 1682
      0        0        3 1682
      0        0        1 1683
      0        0        2 1683
      0        0        3 1683
      0        0        1 1684
      0        0        2 1684
      0        0        3 1684
      0        0        1 1685
      0        0        2 1685
      0        0        3 1685
      0        0        1 1686
      0        0        2 1686
      0        0        3 1686
      0        0        1 1687
      0        0        2 1687
      0        0        3 1687
      0        0        1 1688
      0        0        2 1688
      0        0        3 1688
      0        0        1 1689
      0        0        2 1689
      0        0        3 1689
      0        0        1 1690
      0        0        2 1690
      0        0        3 1690
      0        0        1 1691
      0        0        2 1691
      0        0        3 1691
      0        0        1 1692
      0        0        2 1692
      0        0        3 1692
      0        0        1 1693
      0        0        2 1693
      0        0        3 1693
      0        0        1 1694
      0        0        2 1694
      0        0        3 1694
      0        0        1 1695
      0        0        2 1695
      0        0        3 1695
      0        0        1 1696
      0        0        2 1696
      0        0        3 1696
      0        0        1 1697
      0        0        2 1697
      0        0        3 1697
      0        0        1 1698
      0        0        2 1698
      0        0        3 1698
      0        0        1 1699
      0        0        2 1699
      0        0        3 1699
      0        0        1 1700
      0        0        2 1700
      0        0        3 1700
      0        0        1 1701
      0        0        2 1701
      0        0        3 1701
      0        0        1 1702
      0        0        2 1702
      0        0        3 1702
      0        0        1 1703
      0        0        2 1703
      0        0        3 1703
      0        0        1 1704
      0        0        2 1704
      0        0        3 1704
      0        0        1 1705
      0        0        2 1705
      0        0        3 1705
      0        0        1 1706
      0        0        2 1706
      0        0        3 1706
      0        0        1 1707
      0        0        2 1707
      0        0        3 1707
      0        0        1 1708
      0        0        2 1708
      0        0        3 1708
      0        0        1 1709
      0        0        2 1709
      0        0        3 1709
      0        0        1 1710
      0        0        2 1710
      0        0        3 1710
      0        0        1 1711
      0        0        2 1711
      0        0        3 1711
      0        0        1 1712
      0        0        2 1712
      0        0        3 1712
      0        0        1 1713
      0        0        2 1713
      0        0        3 1713
      0        0        1 1714
      0        0        2 1714
      0        0        3 1714
      0        0        1 1715
      0        0        2 1715
      0        0        3 1715
      0        0        1 1716
      0        0        2 1716
      0        0        3 1716
      0        0        1 1717
      0        0        2 1717
      0        0        3 1717
      0        0        1 1718
      0        0        2 1718
      0        0        3 1718
      0        0        1 1719
      0        0        2 1719
      0        0        3 1719
      0        0        1 1720
      0        0        2 1720
      0        0        3 1720
      0        0        1 1721
      0        0        2 1721
      0        0        3 1721
      0        0        1 1722
      0        0        2 1722
      0        0        3 1722
      0        0        1 1723
      0        0        2 1723
      0        0        3 1723
      0        0        1 1724
      0        0        2 1724
      0        0        3 1724
      0        0        1 1725
      0        0        2 1725
      0        0        3 1725
      0        0        1 1726
      0        0        2 1726
      0        0        3 1726
      0        0        1 1727
      0        0        2 1727
      0        0        3 1727
      0        0        1 1728
      0        0        2 1728
      0        0        3 1728
      0        0        1 1729
      0        0        2 1729
      0        0        3 1729
      0        0        1 1730
      0        0        2 1730
      0        0        3 1730
      0        0        1 1731
      0        0        2 1731
      0        0        3 1731
      0        0        1 1732
      0        0        2 1732
      0        0        3 1732
      0        0        1 1733
      0        0        2 1733
      0        0        3 1733
      0        0        1 1734
      0        0        2 1734
      0        0        3 1734
      0        0        1 1735
      0        0        2 1735
      0        0        3 1735
      0        0        1 1736
      0        0        2 1736
      0        0        3 1736
      0        0        1 1737
      0        0        2 1737
      0        0        3 1737
      0        0        1 1738
      0        0        2 1738
      0        0        3 1738
      0        0        1 1739
      0        0        2 1739
      0        0        3 1739
      0        0        1 1740
      0        0        2 1740
      0        0        3 1740
      0        0        1 1741
      0        0        2 1741
      0        0        3 1741
      0        0        1 1742
      0        0        2 1742
      0        0        3 1742
      0        0        1 1743
      0        0        2 1743
      0        0        3 1743
      0        0        1 1744
      0        0        2 1744
      0        0        3 1744
      0        0        1 1745
      0        0        2 1745
      0        0        3 1745
      0        0        1 1746
      0        0        2 1746
      0        0        3 1746
      0        0        1 1747
      0        0        2 1747
      0        0        3 1747
      0        0        1 1748
      0        0        2 1748
      0        0        3 1748
      0        0        1 1749
      0        0        2 1749
      0        0        3 1749
      0        0        1 1750
      0        0        2 1750
      0        0        3 1750
      0        0        1 1751
      0        0        2 1751
      0        0        3 1751
      0        0        1 1752
      0        0        2 1752
      0        0        3 1752
      0        0        1 1753
      0        0        2 1753
      0        0        3 1753
      0        0        1 1754
      0        0        2 1754
      0        0        3 1754
      0        0        1 1755
      0        0        2 1755
      0        0        3 1755
      0        0        1 1756
      0        0        2 1756
      0        0        3 1756
      0        0        1 1757
      0        0        2 1757
      0        0        3 1757
      0        0        1 1758
      0        0        2 1758
      0        0        3 1758
      0        0        1 1759
      0        0        2 1759
      0        0        3 1759
      0        0        1 1760
      0        0        2 1760
      0        0        3 1760
      0        0        1 1761
      0        0        2 1761
      0        0        3 1761
      0        0        1 1762
      0        0        2 1762
      0        0        3 1762
      0        0        1 1763
      0        0        2 1763
      0        0        3 1763
      0        0        1 1764
      0        0        2 1764
      0        0        3 1764
      0        0        1 1765
      0        0        2 1765
      0        0        3 1765
      0        0        1 1766
      0        0        2 1766
      0        0        3 1766
      0        0        1 1767
      0        0        2 1767
      0        0        3 1767
      0        0        1 1768
      0        0        2 1768
      0        0        3 1768
      0        0        1 1769
      0        0        2 1769
      0        0        3 1769
      0        0        1 1770
      0        0        2 1770
      0        0        3 1770
      0        0        1 1771
      0        0        2 1771
      0        0        3 1771
      0        0        1 1772
      0        0        2 1772
      0        0        3 1772
      0        0        1 1773
      0        0        2 1773
      0        0        3 1773
      0        0        1 1774
      0        0        2 1774
      0        0        3 1774
      0        0        1 1775
      0        0        2 1775
      0        0        3 1775
      0        0        1 1776
      0        0        2 1776
      0        0        3 1776
      0        0        1 1777
      0        0        2 1777
      0        0        3 1777
      0        0        1 1778
      0        0        2 1778
      0        0        3 1778
      0        0        1 1779
      0        0        2 1779
      0        0        3 1779
      0        0        1 1780
      0        0        2 1780
      0        0        3 1780
      0        0        1 1781
      0        0        2 1781
      0        0        3 1781
      0        0        1 1782
      0        0        2 1782
      0        0        3 1782
      0        0        1 1783
      0        0        2 1783
      0        0        3 1783
      0        0        1 1784
      0        0        2 1784
      0        0        3 1784
      0        0        1 1785
      0        0        2 1785
      0        0        3 1785
      0        0        1 1786
      0        0        2 1786
      0        0        3 1786
      0        0        1 1787
      0        0        2 1787
      0        0        3 1787
      0        0        1 1788
      0        0        2 1788
      0        0        3 1788
      0        0        1 1789
      0        0        2 1789
      0        0        3 1789
      0        0        1 1790
      0        0        2 1790
      0        0        3 1790
      0        0        1 1791
      0        0        2 1791
      0        0        3 1791
      0        0        1 1792
      0        0        2 1792
      0        0        3 1792
      0        0        1 1793
      0        0        2 1793
      0        0        3 1793
      0        0        1 1794
      0        0        2 1794
      0        0        3 1794
      0        0        1 1795
      0        0        2 1795
      0        0        3 1795
      0        0        1 1796
      0        0        2 1796
      0        0        3 1796
      0        0        1 1797
      0        0        2 1797
      0        0        3 1797
      0        0        1 1798
      0        0        2 1798
      0        0        3 1798
      0        0        1 1799
      0        0        2 1799
      0        0        3 1799
      0        0        1 1800
      0        0        2 1800
      0        0        3 1800
      0        0        1 1801
      0        0        2 1801
      0        0        3 1801
      0        0        1 1802
      0        0        2 1802
      0        0        3 1802
      0        0        1 1803
      0        0        2 1803
      0        0        3 1803
      0        0        1 1804
      0        0        2 1804
      0        0        3 1804
      0        0        1 1805
      0        0        2 1805
      0        0        3 1805
      0        0        1 1806
      0        0        2 1806
      0        0        3 1806
      0        0        1 1807
      0        0        2 1807
      0        0        3 1807
      0        0        1 1808
      0        0        2 1808
      0        0        3 1808
      0        0        1 1809
      0        0        2 1809
      0        0        3 1809
      0        0        1 1810
      0        0        2 1810
      0        0        3 1810
      0        0        1 1811
      0        0        2 1811
      0        0        3 1811
      0        0        1 1812
      0        0        2 1812
      0        0        3 1812
      0        0        1 1813
      0        0        2 1813
      0        0        3 1813
      0        0        1 1814
      0        0        2 1814
      0        0        3 1814
      0        0        1 1815
      0        0        2 1815
      0        0        3 1815
      0        0        1 1816
      0        0        2 1816
      0        0        3 1816
      0        0        1 1817
      0        0        2 1817
      0        0        3 1817
      0        0        1 1818
      0        0        2 1818
      0        0        3 1818
      0        0        1 1819
      0        0        2 1819
      0        0        3 1819
      0        0        1 1820
      0        0        2 1820
      0        0        3 1820
      0        0        1 1821
      0        0        2 1821
      0        0        3 1821
      0        0        1 1822
      0        0        2 1822
      0        0        3 1822
      0        0        1 1823
      0        0        2 1823
      0        0        3 1823
      0        0        1 1824
      0        0        2 1824
      0        0        3 1824
      0        0        1 1825
      0        0        2 1825
      0        0        3 1825
      0        0        1 1826
      0        0        2 1826
      0        0        3 1826
      0        0        1 1827
      0        0        2 1827
      0        0        3 1827
      0        0        1 1828
      0        0        2 1828
      0        0        3 1828
      0        0        1 1829
      0        0        2 1829
      0        0        3 1829
      0        0        1 1830
      0        0        2 1830
      0        0        3 1830
      0        0        1 1831
      0        0        2 1831
      0        0        3 1831
      0        0        1 1832
      0        0        2 1832
      0        0        3 1832
      0        0        1 1833
      0        0        2 1833
      0        0        3 1833
      0        0        1 1834
      0        0        2 1834
      0        0        3 1834
      0        0        1 1835
      0        0        2 1835
      0        0        3 1835
      0        0        1 1836
      0        0        2 1836
      0        0        3 1836
      0        0        1 1837
      0        0        2 1837
      0        0        3 1837
      0        0        1 1838
      0        0        2 1838
      0        0        3 1838
      0        0        1 1839
      0        0        2 1839
      0        0        3 1839
      0        0        1 1840
      0        0        2 1840
      0        0        3 1840
      0        0        1 1841
      0        0        2 1841
      0        0        3 1841
      0        0        1 1842
      0        0        2 1842
      0        0        3 1842
      0        0        1 1843
      0        0        2 1843
      0        0        3 1843
      0        0        1 1844
      0        0        2 1844
      0        0        3 1844
      0        0        1 1845
      0        0        2 1845
      0        0        3 1845
      0        0        1 1846
      0        0        2 1846
      0        0        3 1846
      0        0        1 1847
      0        0        2 1847
      0        0        3 1847
      0        0        1 1848
      0        0        2 1848
      0        0        3 1848
      0        0        1 1849
      0        0        2 1849
      0        0        3 1849
      0        0        1 1850
      0        0        2 1850
      0        0        3 1850

Attitudes about abortion data set of Table 9.3, in contingency table form


gender poor single any count
1 1 1 1 342
1 1 1 0 26
1 1 0 1 11
1 1 0 0 32
1 0 1 1 6
1 0 1 0 21
1 0 0 1 19
1 0 0 0 356
2 1 1 1 440
2 1 1 0 25
2 1 0 1 14
2 1 0 0 47
2 0 1 1 14
2 0 1 0 18
2 0 0 1 22
2 0 0 0 457

Election data of Table 10.3, including actual population proportions for Obama in 2008 and in 2012


state pi2008  pi2012   n        x
   AK  0.379  0.408    5        1 
   AL  0.387  0.384   32       17 
   AR  0.389  0.369   17        8 
   AZ  0.449  0.444   35       18 
   CA  0.609  0.603  207      135 
   CO  0.537  0.515   37       18 
   CT  0.606  0.581   25       16 
   DC  0.925  0.836    4        3 
   DE  0.619  0.586    6        3 
   FL  0.509  0.499  128       55 
   GA  0.469  0.455   60       31 
   HI  0.718  0.706    7        5 
   IA  0.539  0.520   23       13 
   ID  0.359  0.324   10        3 
   IL  0.618  0.576   84       51 
   IN  0.498  0.439   42       26 
   KS  0.415  0.380   19        5 
   KY  0.412  0.378   28        9 
   LA  0.399  0.406   30        8 
   MA  0.618  0.606   47       30 
   MD  0.619  0.620   40       26 
   ME  0.577  0.563   11        6 
   MI  0.573  0.541   75       46 
   MN  0.541  0.526   44       25 
   MO  0.492  0.444   45       15 
   MS  0.430  0.438   20        8 
   MT  0.471  0.417    7        5 
   NC  0.497  0.483   66       19 
   ND  0.445  0.387    5        1 
   NE  0.416  0.379   12        7 
   NH  0.541  0.520   11        6 
   NJ  0.571  0.582   59       35 
   NM  0.569  0.529   13        6 
   NV  0.552  0.524   15        4 
   NY  0.629  0.626  114       76 
   OH  0.514  0.507   87       39 
   OK  0.344  0.332   22        9 
   OR  0.568  0.542   28       13 
   PA  0.545  0.520   92       53 
   RI  0.629  0.627    7        3 
   SC  0.449  0.441   29       13 
   SD  0.448  0.399    6        1 
   TN  0.418  0.391   40       19 
   TX  0.436  0.414  123       47 
   UT  0.342  0.247   15        4 
   VA  0.526  0.512   57       29 
   VT  0.675  0.666    5        1 
   WA  0.573  0.562   46       24 
   WI  0.562  0.528   45       27 
   WV  0.425  0.355   11        5 
   WY  0.325  0.278    4        2 


Copyright © 2013, Alan Agresti, Department of Statistics, University of Florida.



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