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Textbook Examples Applied Regression Analysis, Linear Models, and Related Methods  by John Fox

This is one of the books available for loan from Academic Technology Services (see Statistics Books for Loan for other such books, and
details about borrowing).  See Where to buy
books
for tips on different places you can buy these books. We are very grateful to Professor Fox for granting us permission to
distribute the data files from his book via our web site.

Stata
SAS
SPSS
Chapter Title
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Chapter 1 Statistics and Social Science
Chapter 2 Chap 2 Chap 2 Chap 2 What is Regression Analysis
Chapter 3 Chap 3 Chap 3 Chap 3 Examining Data
Chapter 4 Chap 4 Chap 4 Chap 4 Transforming Data
Chapter 5 Chap 5 Chap 5 Chap 5 Linear Least Squares
Regression
Chapter 6 Chap 6 Chap 6 Chap 6 Statistical Inference for
Regression
Chapter 7 Chap 7 Chap 7 Chap 7 Dummy Variable Regression
Chapter 8 Chap 8 Chap 8 Chap 8 Analysis of Variance
Chapter 9 Chap 9 Chap 9 Chap 9 Statistical Theory for
Linear Regression
Chapter 10 The Vector Geometry of Linear Models
Chapter 11 Chap 11 Chap 11 Chap 11 Unusual and Influential
Data
Chapter 12 Chap 12 Chap 12 Chap 12 Nonlinearity and Other
Ills
Chapter 13 Chap 13 Chap 13 Chap 13 Collinearity and Its Purported Remedies
Chapter 14 Chap 14 Chap 14 Chap 14 Extending Linear Least
Squares… 
Chapter 15 Chap 15 Chap 15 Chap 15 Logit and Probit Models
Chapter 16 Chap 16 Chap 16 Assessing Sampling
Variation: Bootstrapping and Cross-Validation