Help the Stat Consulting Group by giving a gift

This page contains pages that describe how to perform common statistical analyses using examples from textbooks. The data files are all available over the web so you can replicate the results shown in these pages. You can borrow the books via our Statistics Books for Loan so you can read the books and gain a deeper conceptual understanding of the analyses illustrated. We are very grateful to the authors of these textbooks who have granted us permission to use and distribute their data files via our web pages.

- Regression Methods
- Applied Regression Analysis, Linear Models, and Related Methods by John Fox.
- Regression Analysis by Example by Chatterjee, Hadi and Price
- Methods Matter: Improving causal Inference in Educational and Social Science Research by Richard J. Murnane and John B. Willett

- Latent Variable Models/Latent Class Models
- Latent Class Analysis by Allan L. McCutcheon

- Logistic Regression and Categorical Data Analysis
- Applied Logistic Regression, Second Edition by David Hosmer and Stanley Lemeshow
- An Introduction to Categorical Data Analysis Alan Agresti

- Longitudinal Data Analysis
- Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence by Judith D. Singer and John B. Willett
- Modeling Longitudinal Data by Robert Weiss

- Multilevel Modeling
- Introduction to Multilevel Modeling by Ita Kreft and Jan de Leeuw
- Multilevel Analysis: An Introduction to Basic and Advanced Multilevel Modeling by Tom Snijders and Roel Bosker
- Multilevel Analysis: Techniques and Applications by Joop Hox

- Multivariate Statistics
- Computer-Aided Multivariate Analysis, Fourth Edition by A. A. Afifi and V. Clark

- Experimental Design and Analysis of Variance
- Design and Analysis: A Researchers Handbook, Third Edition by Geoffrey Keppel
- Experimental Design by Roger Kirk

- Survival Analysis
- Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence by Judith D. Singer and John B. Willett
- Survival Analysis: Techniques for Censored and Truncated Data by Klein and Moeschberger Applied Survival Analysis, Second Edition by David W. Hosmer, Jr., Stanley Lemeshow and Susanne May
- Applied Survival Analysis by Hosmer and Lemeshow

- Survey Sampling
- Sampling of Populations: Methods and Applications, 3rd Edition by Paul Levy and Stanley Lemeshow

- Other
- Econometric Analysis, Fourth Edition by William Greene

- See also

The content of this web site should not be construed as an endorsement of any particular web site, book, or software product by the University of California.