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

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