Description Usage Value See Also
Launches a Shiny application for the replication test.
1 | runShiny()
|
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 Gibbs.ANOVA
, sample.size.calc
, power.calc
, prior.predictive.check
, Fbar.ineq
, Fbar.dif
, and Fbar.exact
.
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