Puneet Varma (Editor)

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.

Contents

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
  • 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

    • References

    List of analyses of categorical data Wikipedia
    (Text) CC BY-SA


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