List of analyses of categorical data
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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
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[edit] General tests
- Categorical distribution, general model
- Chi-squared test
- Cochran-Armitage test for trend
- Cochran–Mantel–Haenszel statistics
- Correspondence analysis
- Diagnostic odds ratio
- Discriminant correspondence analysis
- G-test
- Generalized estimating equations
- Generalized linear models
- Krichevsky–Trofimov estimator
- Multinomial distribution
- Multiple correspondence analysis
- Multinomial logit
- Odds ratio
- Poisson regression
- Randomization test for goodness of fit
- Relative risk
- Stratified analysis
- Tetrachoric correlation
- Uncertainty coefficient
- Wald test
[edit] 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
[edit] 2 x 2 tables
- Chi-squared test
- Diagnostic odds ratio
- G-test
- Odds ratio
- Relative risk
- McNemar's test
- Yates's correction for continuity
[edit] Measures of association
- Aickin's α
- Andres & Marzo's delta
- Bangdiwala's B
- Bennett, Alpert & Goldstein’s S
- [[Brennan & Prediger’s κn]]
- Coefficient of colligation
- Coefficient of raw agreement
- Contingency Coefficient - Pearson's C
- Cramér's V
- Fleiss' kappa
- Goodman and Kruskal's lambda
- Kappa statistics
- Klecka's tau
- Krippendorff's Alpha
- Matthews correlation coefficient
- Phi coefficient
- Sakoda's adjusted Pearson's C
- Scott's Pi
- Stouffer’s Z
- Tschuprow's T
- Von Eye's kappa
[edit] See also
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