This a list of statistical procedures which can be used for the analysis of categorical data, also known as data on the nominal scale and as categorical variables.

- Log-Linear Modeling : Concepts, Interpretation, and Applicationby Eye, Alexander von

Mun, Eun-Young - Wiley Series in Probability and Statistics : Applied Logistic Regression (3rd Edition)by Hosmer, David W.

Lemeshow, Stanley

- Introduction.
- Describing two way contingency tables.
- Inference for two way contingency tables.
- Models for binary response variables.
- Log linear models.
- Fitting Log linear and Logit models.
- Building and applying Log linear models.
- Log linear.
- Probit and Logit models.
- Multinomial response models for matched pairs.
- Analyzing repeated categorical response data.
- Logistic regression models and their analysis.

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- Bayesian Modeling Using WinBUGSby Ntzoufras, Ioannis

Publisher: John Wiley & Sons

ISBN: 9780470434543 - Wiley Handbooks in Applied Statistics : Handbook of Regression Analysisby Chatterjee, Samprit

Simonoff, Jeffrey S. - Models for Discrete Databy Zelterman, Daniel

Publisher: Oxford University Press, UK

ISBN: 9780191523434 - Linear Regression Analysis : Theory and Computingby Yan, Xin

Publisher: World Scientific

ISBN: 9789812834119