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Logistic (and Categorical) Regression

These pages contain links from all parts of our web site and others web sites on logistic and related types of regression. The topics will vary from introductory to advanced.

- Stata Seminars
- Logistic Regression
with Stata
*with movies* - Beyond
Binary Logistic Regression with Stata
*with movies* - Visualizing Main
Effects and Interactions for Binary Logit Models in Stata
*with movies*

- Logistic Regression
with Stata
- Stata Web Books
- Annotated Output
- Annotated output for the logistic command
- Annotated output for the ologit command
- Annotated output for the mlogit command
- Annotated output for the poisson command
- Stata Data Analysis Examples
- Logit Regression
- Multinomial Regression
- Ordinal Logit Regression
- Probit Regression
- Zero-truncated Poisson Regression
- Zero-truncated Negative Binomial Regression
- Textbook Examples (see section on Logistic Regression)
- Applied Logistic Regression by David Hosmer and Stanley Lemeshow
- Applied Logistic Regression (2nd Edition) by David Hosmer and Stanley Lemeshow
- Regression Models for Categorical and Limited Dependent Variables by J. Scott Long
- An Introduction to Categorical Data Analysis by Alan Agresti
- Stata Frequently Asked Questions
- How do I interpret odds ratios in logistic regression?
- How to estimate relative risk using glm for common outcomes in cohort studies?
- How can I test the difference in area under ROC curve for two Logistic Models?
- How can I analyze count data in Stata?
- How can I get a Somers' D after logistic regression in Stata?
- How can I understand a categorical by categorical interaction in logistic regression? (Stata 10 and earlier)
- How can I understand a categorical by continuous interaction in logistic regression? (Stata 10 and earlier)
- How can I understand a categorical by continuous interaction in logistic regression? (Stata 11)
- How can I understand a categorical by categorical interaction in logistic regression? (Stata 11)
- How can I use the margins command to understand multiple interactions in logistic regression? (Stata 11)
- ATS Stata programs for data analysis (see section on Logistic Regression)
- Stata Library
- Interpreting logistic regression in all its forms (in Adobe .pdf form)(get the Adobe Acrobat Reader), (from Stata STB53, Courtesy of, and Copyright, Stata Corporation)
- Logistic regression troubleshooting and ologit interpretation
- Understanding odds ratios in binary logistic regression
- Understanding RR ratios in multinomial logistic regression
- Categorical and count data analysis utilities

- Stata Code Fragments
- Getting adjusted values in probit
- Graphing binary logistic regression given parameters
- Graphing ordinal logistic regression given parameters
- Manually generate predicted probabilities from a multinomial logistic regression in Stata
- Statistics Books for Loan and Downloadable Books
- Statistics Books for Loan on Generalized Linear Models
- Statistics Books for Loan on Logistic Regression and Limited Dependent Variables
- Statistics Papers for Download

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.