STA 6207 -- Regression Analysis



Fall 2013 Syllabus (HTML format)

Fall 2013 Syllabus (WORD format)

Fall 2012       Exam 1       Exam 2          Exam 3


Instructor: Larry Winner
Office Hours:
M 9:45-10:45, Tu 8:00-9:00, W 10:15-11:15, Th 9:00-10:00       @ 228 Griffin-Floyd
E-mail: winner@stat.ufl.edu
Phone: (352) 273-2995


TA: Xueying Tang,  Office Griffin/Floyd 116-D     Office Hours:  Tu 2:00-4:00  W  10:00-12:00  Th 2:00-4:00, e-mail: xytang@ufl.edu


Course Notes (Theory Portion) - Old Version

Regression Notes - New Version - Work in Progress

RPD SAS/R  Programs/Output and Datasets

Regression Examples

Homework Assignments

Old Exams

Statistical Tables

Running R on Windows and Macs (Source: Stanford University Social Science Data and Software)


Chapter 0 - Math Stat Review/Introduction

Math Stats I Materials  (Probability)

Math Stats II Materials  (Inference)

Brief Introduction to Probability Distributions     PDF       PDF (B/W)

Brief Introduction to Likelihood Functions and Statistical Tests     PDF      PDF (B/W)

Distributions of Functions of Normal RVs         R Program        R Output         Graphics Output


Chapter 1 - Simple Linear Regression

Simple Linear Regression Based on Sums of Squares and Cross-Products

Electric Train Supply and Demand       Data       Description

EXCEL   Spreadsheet      Combined EXCEL, R, SAS   Programs/Results

R    Program            SAS    Program

MPA Suspension Concentration and Peak Intensity  EXCEL            Data      Description


Chapter 2 - Matrix Approach to Simple Linear Regression

Introduction to Matrix Algebra and Simple Linear Regression in Matrix Form (Chapter 2 and part of 3 in RPD)      PDF

Gravity/Latitude Worksheet        EXCEL Spreadsheet             Data       Description



Chapter 3 - Multiple Linear Regression

Assessed Winning Probabilities in Texas Hold 'Em           WORD              EXCEL           Data        Description

Estimating Demand Elasticity for Sugar 1896-1914            PPT                  EXCEL           Data        Description

EXCEL Spreadsheet for Exercise 3.13

Association Between Height and Foot and Hand Lengths in Females  (EXCEL)


Chapter 4 -
Analysis of Variance


NFL Point Spreads and Actual Scores

General Linear Test - Cobb-Douglas Production Function







Influence Diagnostics Notes

Variance Stabilizing Transformations
 
Box-Cox Transformation Description

Estimated Generalized Least Squares Matrix Algorithm for AR(q) Errors

Random Coefficient Regression