List of analyses of categorical data
# List of analyses of categorical data

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.

## General tests

* Bowker's test of symmetry
* Categorical distribution, general model
* Chi-squared test
* Cochran–Armitage test for trend
* Cochran–Mantel–Haenszel statistics
* Correspondence analysis
* Cronbach's alpha
* Diagnostic odds ratio
* G-test
* Generalized estimating equations
* Generalized linear models
* Krichevsky–Trofimov estimator
* Kuder–Richardson Formula 20
* Linear discriminant analysis
* Multinomial distribution
* Multinomial logit
* Multinomial probit
* Multiple correspondence analysis
* Odds ratio
* Poisson regression
* Powered partial least squares discriminant analysis
* Qualitative variation
* Randomization test for goodness of fit
* Relative risk
* Stratified analysis
* Tetrachoric correlation
* Uncertainty coefficient
* Wald test

## Binomial data

* Bernstein inequalities (probability theory)
* Binomial regression
* Binomial proportion confidence interval
* Chebyshev's inequality
* Chernoff bound
* Gauss's inequality
* Markov's inequality
* Rule of succession
* Rule of three (medicine)
* Vysochanskiï–Petunin inequality

## 2 × 2 tables

* Chi-squared test
* Diagnostic odds ratio
* Fisher's exact test
* G-test
* Odds ratio
* Relative risk
* McNemar's test
* Yates's correction for continuity

## Measures of association

* Aickin's α
* Andres and Marzo's delta
* Bangdiwala's B
* Bennett, Alpert, and Goldstein’s S
* Brennan and Prediger’s κ
* Coefficient of colligation - Yule's Y
* Coefficient of consistency
* Coefficient of raw agreement
* Conger's Kappa
* Contingency coefficient – Pearson's C
* Cramér's V
* Dice's coefficient
* Fleiss' kappa
* Goodman and Kruskal's lambda
* Guilford’s G
* Gwet's AC1
* Hanssen–Kuipers discriminant
* Heidke skill score
* Jaccard index
* Janson and Vegelius' C
* Kappa statistics
* Klecka's tau
* Krippendorff's Alpha
* Kuipers performance index
* Matthews correlation coefficient
* Phi coefficient
* Press' Q
* Renkonen similarity index
* Prevalence adjusted bias adjusted kappa
* Sakoda's adjusted Pearson's C
* Scott's Pi
* Sørensen similarity index
* Stouffer's Z
* True skill statistic
* Tschuprow's T
* Tversky index
* Von Eye's kappa

## Categorical manifest variables as latent variable

* Latent variable model
   * Item response theory
      * Rasch model
   * Latent class analysis
