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