In statsExpressions: Tidy Dataframes and Expressions with Statistical Details

two-way table

Hypothesis testing

| Type | Design | Test | Function used | | :------------------------ | :------- | :---------------------------------- | :---------------------------------- | | Parametric/Non-parametric | Unpaired | Pearson's chi-squared test | stats::chisq.test() | | Bayesian | Unpaired | Bayesian Pearson's chi-squared test | BayesFactor::contingencyTableBF() | | Parametric/Non-parametric | Paired | McNemar's chi-squared test | stats::mcnemar.test() | | Bayesian | Paired | No | No |

Effect size estimation

| Type | Design | Effect size | CI available? | Function used | | :------------------------ | :------- | :----------- | :------------ | :------------------------ | | Parametric/Non-parametric | Unpaired | Cramer's V | Yes | effectsize::cramers_v() | | Bayesian | Unpaired | Cramer's V | Yes | effectsize::cramers_v() | | Parametric/Non-parametric | Paired | Cohen's g | Yes | effectsize::cohens_g() | | Bayesian | Paired | No | No | No |

one-way table

Hypothesis testing

| Type | Test | Function used | | :------------------------ | :---------------------------------------- | :-------------------- | | Parametric/Non-parametric | Goodness of fit chi-squared test | stats::chisq.test() | | Bayesian | Bayesian Goodness of fit chi-squared test | (custom) |

Effect size estimation

| Type | Effect size | CI available? | Function used | | :------------------------ | :------------ | :------------ | :------------------------- | | Parametric/Non-parametric | Pearson's C | Yes | effectsize::pearsons_c() | | Bayesian | No | No | No |

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