Two One-Sided Tests (TOST)

t-test

Functions derived from the t-test

t_TOST()

TOST with t-tests

tsum_TOST()

TOST with t-tests from Summary Statistics

extract_r_paired()

Extract Paired Correlation

Correlations

Functions to calculate and test correlations

z_cor_test()

Test for Association/Correlation Between Paired Samples

boot_cor_test()

Bootstrapped correlation coefficients

corsum_test()

Association/Correlation Test from Summary Statistics

Robust

Functions that are robust alternatives to the t-test

wilcox_TOST()

TOST with Wilcoxon-Mann-Whitney tests

boot_t_TOST()

Bootstrapped TOST with t-tests

log_TOST()

TOST with log transformed t-tests

boot_log_TOST()

Bootstrapped TOST with log transformed t-tests

brunner_munzel()

Brunner-Munzel Test

ANOVA

Functions for ANOVAs

equ_anova()

Equivalence Test for ANOVA Results

equ_ftest()

Equivalence Test using an F-test

Proportions

twoprop_test()

Test of Proportions between 2 Independent Groups

Methods

Functions/methods to aid analyses

as_htest()

Convert to class 'htest'

print(<TOSTt>) plot(<TOSTt>) describe()

Methods for TOSTt objects

print(<TOSTnp>) describe(<TOSTnp>)

Methods for TOSTnp objects

Hypothesis Test Helpers

Functions for simple hypothesis tests or aide in interpreting these simple tests

df_htest() describe_htest()

Helpers for htest objects

simple_htest()

One, two, and paired samples hypothesis tests

boot_t_test()

Bootstrapped t-test

Standardized Effect Sizes

Calculations

Functions that calculate standarized effect sizes

smd_calc()

SMD Calculation

ses_calc()

SES Calculation

rbs() np_ses()

Non-parametric standardized effect sizes (replicates of ses_calc)

Compare Effects

Compare standardized mean differences or correlation between studies

boot_compare_smd()

Comparing SMDs between ndependent studies with bootstrapping

compare_smd()

Comparing SMDs between independent studies

compare_cor()

Comparing two independent correlation coefficients

boot_compare_cor()

Comparing Correlations between independent studies with bootstrapping

Plotting

Visualize some effects

plot_smd()

Plot Distribution of a SMD

plot_pes()

Plot partial eta-squared

plot_cor()

Plot correlation coefficients

Power

Fucntions for power calculations

power_t_TOST()

Power calculations for TOST for t-tests

power_eq_f()

F-test Power

power_z_cor() powerTOSTr()

Power Calculations for Correlations

powerTOSTtwo.prop() power_twoprop()

TOST Power for Tests of Two Proportions

Data

hawthorne

Data

jamovi functions

Functions intended for jamovi; suggested to do not use in R

dataTOSTpaired()

TOST Paired Samples T-Test

dataTOSTr()

TOST Correlation

dataTOSTtwo()

TOST Independent Samples T-Test

dataTOSTone()

TOST One Sample T-Test

datatosttwoprop()

TOST Two Proportions

Defunct Functions

Old functions that are no longer maintained; use with caution

powerTOSTone() powerTOSTone.raw()

Power One Sample t-test

powerTOSTpaired() powerTOSTpaired.raw()

Power Paired Sample t-test

power_z_cor() powerTOSTr()

Power Calculations for Correlations

powerTOSTtwo.prop() power_twoprop()

TOST Power for Tests of Two Proportions

powerTOSTtwo() powerTOSTtwo.raw()

Power Two Sample t-test

TOSTtwo() TOSTtwo.raw()

TOST function for an independent t-test (Cohen's d)

TOSTtwo.prop()

TOST function for two proportions (raw scores)

TOSTpaired() TOSTpaired.raw()

TOST function for a dependent t-test (Cohen's dz)

TOSTone() TOSTone.raw()

TOST function for a one-sample t-test (Cohen's d)

TOSTmeta()

TOST function for meta-analysis

TOSTr()

TOST function for a correlations