ANOVAreplication (version 1.1.3)

runShiny: function to launch Shiny application to test replication of ANOVA results

Description

Launches a Shiny application for the replication test.

Usage

runShiny()

Arguments

Value

In the Shiny application Gibbs.ANOVA can be ran, which prints covergence plots, samples of the posterior, and a summary table.

Subsequently, the sample size calculator can be used, which prints a matrix with two columns. The first column contains the sample size per group and the second column the associated power. Furthermore, sample.size.calc produces a histogram to illustrate power as evaluated in the last iteration. Detailed descriptions are provided in the Shiny application. Alternatively, the power for a specific combination of group sample sizes can be calculated with the power calculator (power.calc).

If information for a new study is provided, the prior predictive check can be used to compute the prior predictive p-value. The prior predictive check generates a histogram of F_sim in which F_n is indicated with a vertical line. The proportion of F_sim at the right of this line constitutes the prior predictive p-value. The user can download this histogram and sumFdist: a summary of F_sim.

See Also

See also Gibbs.ANOVA, sample.size.calc, power.calc, prior.predictive.check, Fbar.ineq, Fbar.dif, and Fbar.exact.