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
- Applied Regression Analysis, Linear Models, and
- Latent Variable Models/Latent Class Models
- Latent Class Analysis by
Allan L. McCutcheon
- Latent Class Analysis by
- 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
- Applied Logistic
- 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
- Applied Longitudinal Data Analysis: Modeling Change and Event
- 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
- Introduction to Multilevel
- Multivariate Statistics
- Computer-Aided Multivariate
Analysis, Fourth Edition by A. A. Afifi and V. Clark
- Computer-Aided Multivariate
- Experimental Design and Analysis of Variance
- Design and Analysis: A Researchers Handbook,
Third
Edition by Geoffrey Keppel - Experimental Design by Roger Kirk
- Design and Analysis: A Researchers Handbook,
- 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 Longitudinal Data Analysis: Modeling Change and Event
- Applied Survival Analysis by
Hosmer and Lemeshow
- Sampling of Populations: Methods and Applications, 3rd Edition by Paul Levy and Stanley Lemeshow
- Econometric Analysis, Fourth Edition by
William Greene