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ANOVAreplication (version 1.1.5)

Test ANOVA Replications by Means of the Prior Predictive p-Value

Description

Allows for the computation of a prior predictive p-value to test replication of relevant features of original ANOVA studies. Relevant features are captured in informative hypotheses. The package also allows for the computation of sample sizes for new studies, post-hoc power calculations, and comes with a Shiny application in which all calculations can be conducted as well. The statistical underpinnings are described in Zondervan-Zwijnenburg (2019) .

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Version

Install

install.packages('ANOVAreplication')

Monthly Downloads

50

Version

1.1.5

License

GPL (>= 3)

Maintainer

M. J. Zondervan-Zwijnenburg

Last Published

September 27th, 2021

Functions in ANOVAreplication (1.1.5)

runShiny

function to launch Shiny application to test replication of ANOVA results
prior.predictive.check

Prior predictive check
pooled.sd

Pooled standard deviation calculator
sample.size.calc

Sample size calculator for the prior.predictive.check function
create_matrices

Create (in)equality constraint matrices
generate.data

Generate Data
power.calc

Power Calculator
Fbar.exact

F-bar for exact constraints
Fbar.ineq

F-bar for inequality constraints
Fbar.dif

F-bar for inequality constraints with minimum differences between means
Gibbs.ANOVA

Gibbs sampler