Editing List of analyses of categorical data

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This is 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 variable]]s.

==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 equation]]s
* [[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]]
* [[Polychoric correlation|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]]
* [[Bennett, Alpert, and Goldstein’s S|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]]

==See also==
*[[Categorical distribution]]

{{statistics}}

[[Category:Statistics-related lists|Categorical data]]
[[Category:Categorical data|Analysis]]