In statsExpressions: Tidy Dataframes and Expressions with Statistical Details

Summary of available analyses

| Test | Function | | :------------------------- | :----------------------- | | one-sample t-test | one_sample_test() | | two-sample t-test | two_sample_test() | | one-way ANOVA | oneway_anova() | | correlation analysis | corr_test() | | contingency table analysis | contingency_table() | | meta-analysis | meta_analysis() | | pairwise comparisons | pairwise_comparisons() |

Summary of details available for analyses

| Analysis | Hypothesis testing | Effect size estimation | | :------------------------------ | :----------------- | :--------------------- | | (one/two-sample) t-test | ✅ | ✅ | | one-way ANOVA | ✅ | ✅ | | correlation | ✅ | ✅ | | (one/two-way) contingency table | ✅ | ✅ | | random-effects meta-analysis | ✅ | ✅ |

Summary of supported statistical approaches

| Description | Parametric | Non-parametric | Robust | Bayesian | | :------------------------------------------------ | :--------- | :------------- | :----- | :------- | | Between group/condition comparisons | ✅ | ✅ | ✅ | ✅ | | Within group/condition comparisons | ✅ | ✅ | ✅ | ✅ | | Distribution of a numeric variable | ✅ | ✅ | ✅ | ✅ | | Correlation between two variables | ✅ | ✅ | ✅ | ✅ | | Association between categorical variables | ✅ | ✅ | ❌ | ✅ | | Equal proportions for categorical variable levels | ✅ | ✅ | ❌ | ✅ | | Random-effects meta-analysis | ✅ | ❌ | ✅ | ✅ |

statsExpressions documentation built on May 29, 2024, 4:28 a.m.