Reference | No of tests | Suggested statistical tests |
---|---|---|
Jaykaran | 25 | One sample t test, unpaired t test, paired t test, one-way ANOVA, repeated measures ANOVA, Pearson correlation, simple linear regression, simple logistic regression, multiple linear regression, multiple nonlinear regression, multiple logistic regression, statistics for one group description (mean, standard deviation, median, interquartile range, proportion), Wilcoxon rank sum test, one sample binomial test with exact methods, Mann–Whitney U test, Fisher’s exact test, Wilcoxon signed rank test, McNemar’s test, Kruskal–Wallis H test, Chi-square test of independence, Friedman test, Cochrane Q test, Spearman’s correlation, contingency coefficients, nonparametric regression |
Twycross and Shields | 11 | Unpaired (independent) t test, paired (dependent) t test, one-way ANOVA, repeated measures ANOVA, Mann–Whitney U test, Wilcoxon signed rank test, Kruskal–Wallis H test, Chi-square test of independence, Friedman test, Spearman’s correlation, Kendall’s coefficient of concordance |
Gunawardena | 14 | Unpaired (independent) t test, paired (dependent) t test, one-way ANOVA, repeated measures ANOVA, Pearson correlation, multiple linear regression, Mann–Whitney U test, Wilcoxon signed rank test, McNemar’s test, Kruskal–Wallis H test, Chi-square test of independence, Friedman test, Spearman’s correlation, contingency coefficients |
Marusteri and Bacarea | 11 | One sample t test, unpaired (independent) t test, paired (dependent) t test, one-way ANOVA, repeated measures ANOVA, Welch’s corrected unpaired t test, Wilcoxon rank sum test, Mann–Whitney U test, Wilcoxon signed rank test, Kruskal–Wallis H test, Friedman test |
Gaddis and Gaddis | 9 | Mann–Whitney U test, Fisher’s exact test, Wilcoxon signed rank test, Chi-square test of independence, Kruskal–Wallis H test, Friedman test, Chi-square goodness of fit test, RxC (Rows by Columns) test, Kolmogorov-Simirnov test |
Nayak and Hazra | 30 | Unpaired (independent) t test, paired (dependent) t test, one-way ANOVA, repeated measures ANOVA, Pearson correlation, Wilcoxon rank sum test, Mann–Whitney U test, Fisher’s exact test, Wilcoxon signed rank test, McNemar’s test, Kruskal–Wallis H test, Friedman test, Cochrane Q test, Spearman’s correlation, Kendall’s coefficient of concordance, RxC test, Tukey’s HSD Test, Newman-Keuls test, Bonferonni’s test, Dunnet’s test, Scheffe’s test, Dunn’s test, risk ratio, odds ratio, Chi-square test for trend, logistic regression, interclass correlation coefficient, Bland–Altman plot, Cohen’s Kappa statistics, Chi-square test for 2 × 2 table |
McCrum-Gardner | 13 | Unpaired (independent) t test, One-way ANOVA, Repeated measures ANOVA, Mann–Whitney U test, Paired (dependent) t test, Wilcoxon signed rank test, McNemar’s test, Kruskal–Wallis H test, Friedman test, Cochrane Q test, RxC test, Chi-square test for 2 × 2 table, Chi square test for 2 × C table |
UCLA | 31 | One sample t test, unpaired (independent) t test, paired (dependent) t test, one-way ANOVA, repeated measures ANOVA, Pearson correlation, simple linear regression, simple logistic regression, multiple linear regression, multiple logistic regression, repeated measures logistic regression, factorial ANOVA, ordered logistic regression, factorial logistic regression, one-way ANCOVA, one sample binomial test with exact methods, Mann–Whitney U test, Fisher’s exact test, Wilcoxon signed rank test, Kruskal–Wallis H test, Chi-square test of independence, Friedman test, one-sample median, Chi-square goodness of fit test, McNemar’s test, Spearman’s correlation, one-way MANOVA, multivariate multiple linear regression, factor analysis, canonical correlation, discriminant analysis |
Mertler | 17 | Pearson correlation, simple linear regression, multiple linear regression, path analysis, unpaired (independent) t test, one-way ANOVA, one-way ANCOVA, factorial ANOVA, factorial ANCOVA, one-way MANOVA, one-way MANCOVA, factorial MANOVA, factorial MANCOVA, simple logistic regression, discriminant analysis, factor analysis, principal components analysis |
Rosner | 36 | One sample t test, One sample binomial test with exact methods, Paired (dependent) t test, Unpaired (independent) t test, One-way ANOVA, Pearson correlation, Simple linear regression, Multiple linear regression, Multiple logistic regression, Welch’s corrected unpaired t test, One-way ANCOVA, One sample z-test, One sample binomial test with normal theory methods, One sample Poisson test, Two-sample F test to compare variances, Nonparametric methods for two-sample problem, Two-way ANOVA, Two-way ANCOVA, Higher-way ANOVA, Higher-way ANCOVA, Two sample test for comparison of incidence rates, One-sample test for incidence rates, Test of trend for incidence rates, Fisher’s exact test, McNemar’s test, Kruskal–Wallis H test, Spearman’s correlation, Cohen’s Kappa statistics, Chi-square test for 2 × 2 table, Chi-square test for 2 × C table, Nonparametric methods for one-sample problem, Nonparametric methods for more than two samples problem, Chi-square test for trends, Log-rank test, Cox proportional hazards model, Chi-square test for heterogeneity for R × C tables |