STA 4210 - Regression Analysis
Instructor: Larry
Winner Office: 228 Griffin/Floyd e-mail:
winner@stat.ufl.edu Office Hours: M 9:45-10:45, Tu 8:00-9:00, W 10:15-11:15,
Th 9:00-10:00
TA: Trang Nguyen
Office: 115B Griffin-Floyd
e-mail:
trangnt2@stat.ufl.edu Office Hours: M: 1:00-2:30 W 10:00-11:30
Syllabus WORD
HTML
EXAM
1
Topics
Linear
Regression Datasets and Programs
(KNNL)
Statistical
Tables
Miscellaneous Datasets and Programs
Running
Programs
in
R
Running R on Windows and Macs (Source:
Stanford University Social Science Data and Software)
Class Notes
Appendix
A
Course
Notes
(PPT)
Chapter
1
Course
Notes (PPT)
Chapter
2
Course
Notes (PPT)
Chapter 3 Course Notes
(PPT)
PDF
Chapter
4
Course
Notes (PPT)
Chapter
5
Course
Notes (PPT)
Chapter
6
Course
Notes (PPT)
Chapter
7
Course
Notes (PPT)
Chapter
8
Course
Notes
(PPT)
Chapter
9
Course
Notes
(PPT)
Chapter 10 Course Notes
(PPT)
Chapter
11
Course
Notes (PPT)
Chapter
12
Course
Notes (PPT)
Chapter
13
Course
Notes
(PPT)
Chapter 1
& 2 Course Notes (WORD)
Chapter 3 & 4 Course Notes
Diagnostics
Using EXCEL (Chapter 3)
Chapter 5 -
Introduction to Matrix
Algebra (Part I)
Matrix
Program for Exam 1 Take-Home
Portion
Influence
Diagnostics
Worksheets/In-Class Examples
Appendix A - John Snow, Siskel&Ebert,
Exotic Pet Species Glucose Levels
Blood
Alcohol
Elimination
Rates
by
Gender
Data
Description
Chapters 1&2 - Simple Linear Regression - Paddy
Fields Soft Soil Depth and Bearing Capacity
Note:
n=51,
n-2=49
Data
Description
R
Program
R Graphics Output
Solution
EXCEL
Spreadsheet
Texas
Hold
'em
Estimated
and
True
Winning
Probability Worksheet
EXCEL
Diagnostics Worksheet
Bearing Capacity EXCEL
Spreadsheet Bearing Capacity Updated for Friday 9/28/12
Lecture
Fiber
Strength
EXCEL
Spreadsheet
Fiber Strength Updated for
Monday 10/1/12 Lecture
Yarn
Count
and Spindle Output Worksheet
EXCEL Spreadsheet
Data
Description
R Program
R Text Output
R Graphics Output
Gravity and Latitude Worksheet
EXCEL
Spreadsheet
Texas
January
Mean
Temp
-
369
Stations
Worksheet
Added Variable Plot/Standardized Regression
Model
LPGA Data
EXCEL Spreadsheet
Egyptian
Cotton
Brightness
EXCEL
Spreadsheet Worksheet
Student Solutions Manual
Practice Problems
Chapter 1 Practice Problems:
1,2,3,5,6,7,11,13,19-28
Chapter 2 Practice Problems:
1-5,8,10,11,12,14,17,18,22,23,26,32,33,34
Chapter 3 Practice Problems: 1-8,11,15,16,18
Chapter 4 Practice Problems:
2-4,7,12,13,19
Chapter 5 Practice Problems:
1-8,10A,12-15,21-23
Chapter 6 Practice Problems:
1-4,5,6,7,8,9,16
Chapter 7 Practice Problems:
1,3-6,9,11-14,16-18,20,22-26
Chapter 8 Practice Problem (This was all in Chapters 7, 11 of 4th
ed). 3-8,11,15,19
Chapter 9 Practice Problems
(This was
in Chapter 8 of 4th Ed.):
1,2,9,10,13-16
Chapter 10 Practice Problems (This was in Chapter 9 of 4th Ed.): 3,5,6,9,10,13-17
Chapter 11 Practice Problems (This was in Chapter 10 of 4th Ed.): 2,4-8
Chapter 12 Practice Problems: 3-7,9-11,13-15
Homework Projects
Homework
Project 1
(Due Sept. 18, 2013)
micegrow.xls
micegrow.dat
R Program to Read GPA Data
R Program to Read micegrow data
Homework
Project 2
(Due
Oct. 16, 2013) Data
Description
Homework
Project
3
(Due
November
5,
2012)
Data
(col.names=c("cityid","Y","X1","X2","X3","X4","X5","X6"))
Homework
Project
4
(Due
Dec.
3)
Ballistics
Data Mortgage Yield Data
Bus Company Expenses Data
Exam Take-Home Portions
Exam
1
Take-Home
Portion
(Due
Sept
20,
2013) Data
Spreadsheet
Answer Sheet (Write very neatly)
R
program with direct data entry
Exam 2
Take-Home
Portion (Due at beginning of Exam on November 2,
2012) Data
Spreadsheet
Exam 3
Take-Home
Portion (Due at Beginning of Exam on December 5, 2012)
Data
Spreadsheet
Miscellaneous Tables
Multi-Purpose Table
Bonferroni
t-table