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.

- Analysis of Variance
- Design and Analysis: A Researchers Handbook (3rd Edition) by Geoffrey Keppel
- Experimental Design by Roger Kirk

- Logistic Regression
- Applied Logistic Regression (2nd Edition) by David Hosmer and Stanley Lemeshow

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

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

- Regression
- Applied Regression Analysis, Linear Models, and Related Methods by John Fox
- Regression Analysis by Example, Third Edition by Samprit Chatterjee, Ali S. Hadi, and Bertram Price

- Survival Analysis
- Applied Longitudinal Data Analysis: Modeling Change and Event Occurrenceby Judith D. Singer and John B. Willett

Applied Survival Analysis, Second Edition by David W. Hosmer, Jr., Stanley Lemeshow and Susanne May

- See also