STA
6166
Statistical Methods in Research I
NOTE:
Exam 2 will be on Wednesday October 29, 2008
Last
Updated: 9/29/08 @ 8:15AM
Instructor:
Larry Winner
Office Hours: M 10:00-11:00 Tu 8:00-9:00 W 10:00-11:00 Th 2:00-3:00 @
228
Griffin-Floyd
E-mail: winner@stat.ufl.edu
Phone: 392-1941 x-230
TA: Aixin Tan
Office Hours: MW 12:30-2:00 Th 12:30-3:30 @
218 Griffin-Floyd
E-mail: atan@stat.ufl.edu
Phone: 392-1941 x-231
Applied Statistical Methods Text and
Computer Programs
Chapter 1 Slides (PPT)
Chapter 2
Slides (PPT)
Chapter 3
Slides (PPT) - Updated 8/25/06
Gasoline Prices March 2005 (EXCEL)
Chapter 4
Slides (PPT) - Updated 9/1/06
Philly Rain Random Samples (EXCEL) -
First 100 Samples
Philly Rain Sample Means - All 1000
Sample Means, SDs, CIs
Philly Rain Sample Means - Summary
Chapter 5 Slides (PPT)
Chapter
6 Slides (PPT)
Experimental Design Issues (PPT)
Chapter 7 Slides (PPT)
Chapter 8 Slides (PPT)
Amoeba Analysis (PPT)
Amoeba Analysis (EXCEL)
Amoeba Data
Amoeba Data Description
Amoeba Dataset in EXCEL (in format for
description in EXCEL instructions for Data Analysis Toolpack)
SAS Code for Amoeba ANOVA
R Code for Amoeba ANOVA
Excel Spreadsheet for Amoeba Completely
Randomized Design
Arsenic Worksheet (WORD)
Chapter 9 Slides (PPT)
Caffeine Effect on Endurance (PPT)
Caffeine Dataset
Caffeine Data Description
Caffeine Dataset in EXCEL (in format for
description in EXCEL instructions for Data Analysis Toolpack)
SAS Code for Caffeine Analysis
R Code for Caffeine Analysis
Excel Spreadsheet for Caffeine Randomized
Block Design
Excel Spreadsheet for Juice Sales Latin
Square Design
Lacrosse Helmets Analysis (PPT)
Lacrosse Data
Lacrosse Data Description
SAS Code for Lacrosse Analysis
R Code for Lacrosse Analysis
EXCEL Spreadsheet for Lacrosse 2-Way ANOVA
City PCI Dataset in EXCEL (in format for
description in EXCEL instructions for Data Analysis Toolpack)
Growth Rate 3-Factor ANOVA (EXCEL)
Chapter 10 Slides (PPT)
Chapter 11 Slides (PPT)
Simple Regression Simulation (EXCEL)
Variance Stabilizing
Transformations (PPT)
Chapter 12 Slides (PPT)
Texas Weather Complete/Reduced Models
(PPT)
NASA Propellant Mixture/Nozzle Area Experiment
(EXCEL)
Assignments
Assignment 1: Due Friday,
September 19, 2008
Potato Dataset
Hints for Assignment 1
Template R Code for Assignment 1
Template EXCEL Spreadsheet for
Assignment 1
Template SAS Code for Assignment 1
Assignment 2: Due Friday, October 17
Project 2 Hints
Airline Dataset (Text file)
Airline Dataset (EXCEL file)
Airline Description File
Hot Dog Dataset (EXCEL)
Hot Dog Dataset (Text File) Type,
Calories, Sodium
Assignment 3: Due Monday, November 10
Winescore Dataset (Text file)
Winescore Dataset (EXCEL file)
Winescore Dataset for ease of
plotting (EXCEL)
Theophylline Dataset (Text file)
Theophylline Dataset (EXCEL File)
Theophylline Dataset for ease of
plotting (EXCEL)
Theophylline Description File
Assignment 4: Due Wednesday,
November 21
Shrinkage Data (Text File)
Shrinkage Data (EXCEL File)
Assignment 5: Due Monday, December 1
Assignments 6/7: Due Monday, December 4
Mice Growth Data (Text File)
Mice Growth Data (EXCEL File)
Television Station Sales Data (Text
File)
Television Station
Sales Data
(EXCEL File)
Practice Problems (Do not turn in)
Chapter 1: 1,2,5,6
Chapter 2: 1,2,4,5,6,7,8
Chapter 3: 1,6,8,10,11,12,17,19,22,23,25,27,28,29,31
Chapter 4:
1,3,12,15,16,18,19,21,22,26,27,28,33,34,41,43,44,46,47,48,53,54,55,57,58
Chapter 5:
2,3,4,5,7,9,11,12,13,16,17,19,21,23,24,25,26,28,29,32,33,34,35,40,41,43,47,48
Chapter 6: 1,2,3,4,5,6,8,9,12,14,15,16,18,19,20,21,29,30,31,32,33,37,38
Chapter 7: 1,2,3,7.10,11,12,13,15,16
Chapter 8: 1,2,3,4,5,6,7,8,9,10,11,15
Chapter 9: 1,2,3,4,5,6,7,8,10,11,12,13,14,19,20,21,22,23
Chapter 10: 1,2,7,8,10,11,13,14,16,17,20,21,28,29,30,31,32,41
Chapter 11: 1,2,3,4,5,9,10,16,17,18,19,20,26,27,31,32,37,38,47,48,53
Chapter 12: 1,2,3,4,5,6,7,8,11,12,13,14,15,18,19,20,21,22,23,24,25
Text Book Solutions (All in .pdf format)
Chapter 1
Chapter
2
Chapter
3
Chapter
4
Chapter
5
Chapter
6
Chapter
7
Chapter
8
Chapter
9
Chapter
10
Chapter
11
Chapter
12
Computing Resources/Information
Summary Statistics, Simple
Plots in SAS/EXCEL, JMP
Generating
Random Samples in
SAS/EXCEL/JMP/SPSS
SAS
Program to obtain summary
statistics, scatterplot, and boxplots (.sas)
Description of SAS Procedures for
Common Statistical Analyses
R
Running Programs in R
(Change all references to STA6167 to STA6166)
R Batch File
SPSS
SPSS General Instructions for
Procedures
EXCEL
Some Useful EXCEL Functions
Obtaining Summary
Statistics and Plots by Groups (Factor Levels) in EXCEL
EXCEL General Instructions for DATA
ANALYSIS Toolpack
Generating Histograms in EXCEL
EXCEL Program for Summary
Statistics/Boxplot (n<=1000)
EXCEL Program for Normal
Probability Calculations/Plot (n<=1000)
EXCEL Program for 2-sample
t-test/CI's (and test of equal variances) based on summary statistics
EXCEL Program for 1-Way ANOVA based
on summary statistics
EXCEL Program for 2-sample
z-test and CI's for proportions
EXCEL Program for Chi-Square Test
EXCEL Program for Simple Linear
Regression Including CI's/PI's for Means and Individuals (n<=1000)
EXCEL Program for Levene's Test
(Up to 6 Groups, 1000 Total Observations)