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p-checker: The one-for-all p-value analyzer. R-Index, p-curve, and more in one online app.

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p-checker: The one-for-all p-value analyzer.

This Shiny app code implements the p-curve (Simonsohn, Nelson, & Simmons, 2013; see http://www.p-curve.com), the R-Index, the Test of Insufficient Variance, TIVA (Schimmack, 2014; see http://www.r-index.org/), and checks whether p-values are reported correctly.

Some code is adapted from Uri Simonsohn (http://www.p-curve.com/Supplement/R/).

The currect stable app is at (http://shinyapps.org/apps/p-checker/).

Known issues:

  • TODO: Clearly separate the inference functions from UI functions
  • TODO: Make TIVA computation robust against outliers
  • TODO: Make the code prettier, add a lot of annotations

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p-checker: The one-for-all p-value analyzer. R-Index, p-curve, and more in one online app.

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