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Two One-Sided Tests (TOST)

t-test

Functions derived from the t-test

t_TOST() stable
Two One-Sided T-tests (TOST) for Equivalence Testing
tsum_TOST() stable
TOST with t-tests from Summary Statistics
extract_r_paired() stable
Extract Paired Correlation

Correlations

Functions to calculate and test correlations

z_cor_test() stable
Test for Association/Correlation Between Paired Samples
boot_cor_test() stable
Bootstrapped Correlation Coefficients
corsum_test() stable
Association/Correlation Test from Summary Statistics

Robust

Functions that are robust alternatives to the t-test

wilcox_TOST() stable
TOST with Wilcoxon-Mann-Whitney tests
boot_t_TOST() stable
Bootstrapped TOST with t-tests
log_TOST() stable
TOST with log transformed t-tests
boot_log_TOST() stable
Bootstrapped TOST with Log Transformed t-tests
brunner_munzel() maturing
Brunner-Munzel Test

ANOVA

Functions for ANOVAs

equ_anova() stable
Equivalence Test for ANOVA Results
equ_ftest() stable
Equivalence Test using an F-test

Proportions

twoprop_test() maturing
Test of Proportions between 2 Independent Groups

Methods

Functions/methods to aid analyses

as_htest() maturing
Convert TOSTER Results 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()
Helper Functions for Working with 'htest' Objects
simple_htest() maturing
One, Two, and Paired Samples Hypothesis Tests with Extended Options
boot_t_test() stable
Bootstrapped t-test

Standardized Effect Sizes

Calculations

Functions that calculate standarized effect sizes

smd_calc() stable
Standardized Mean Difference (SMD) Calculation
boot_smd_calc() maturing
Bootstrapped Standardized Mean Difference (SMD) Calculation
ses_calc() stable
Standardized Effect Size (SES) Calculation
boot_ses_calc() maturing
Bootstrapped Standardized Effect Size (SES) Calculation
rbs() np_ses() superseded
Non-parametric standardized effect sizes (replicates of ses_calc)

Compare Effects

Compare standardized mean differences or correlation between studies

boot_compare_smd() stable
Comparing Standardized Mean Differences (SMDs) Between Independent Studies with Bootstrapping
compare_smd() stable
Comparing Standardized Mean Differences (SMDs) Between Independent Studies
compare_cor() stable
Comparing Two Independent Correlation Coefficients
boot_compare_cor() stable
Comparing Correlations Between Independent Studies with Bootstrapping

Plotting

Visualize some effects

plot_smd() stable
Plot Distribution of Standardized Mean Difference (SMD)
plot_pes() stable
Plot Partial Eta-Squared
plot_cor() stable
Plot Correlation Coefficients

Power

Fucntions for power calculations

power_t_TOST() stable
Power calculations for TOST with t-tests
power_eq_f() stable
Power Analysis for F-test Equivalence Testing
power_z_cor() powerTOSTr() maturing
Power Calculations for Correlations
powerTOSTtwo.prop() power_twoprop() maturing
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() superseded
Power One Sample t-test
powerTOSTpaired() powerTOSTpaired.raw() superseded
Power Paired Sample t-test
power_z_cor() powerTOSTr() maturing
Power Calculations for Correlations
powerTOSTtwo.prop() power_twoprop() maturing
TOST Power for Tests of Two Proportions
powerTOSTtwo() powerTOSTtwo.raw() superseded
Power Two Sample t-test
TOSTtwo() TOSTtwo.raw() superseded
TOST function for an independent t-test (Cohen's d)
TOSTtwo.prop() superseded
TOST function for two proportions (raw scores)
TOSTpaired() TOSTpaired.raw() superseded
TOST function for a dependent t-test (Cohen's dz)
TOSTone() TOSTone.raw() superseded
TOST function for a one-sample t-test (Cohen's d)
TOSTmeta() stable
TOST function for meta-analysis
TOSTr() superseded
TOST function for a correlations