tidyProbs: Add significance stars to probabilities

In abnormally-distributed/abdisttools: Random Functions for Personal Use

Description

Add significance stars to probabilities

Usage

tidyProbs(p, digits = 4, cutpoints = c(0, 0.0075, 0.0145, 0.025, 0.037,
  1), symbols = c("***", "**", "*", "<c2><b0>", " "))

Arguments

p	a vector of probabilities
cutpoints	in order from most to least significant, a vector of probabilities to demarcate significance levels. Defaults to 0, .002 , .0075, .037, .07, 1. The middle four numbers correspond to the chosen significance levels.
a	vector of symbols to use corresponding to the cutpoints

Details

The default significance levels, .0075 , .0145, .025, .037 correspond to the p-values obtained when the maximum BF10 (calculated via the VSMPR) is 10, 6, 4, and 3, respectively. These also correspond to minimum posterior probabilities for the null hypothesis of 0.091, 0.143, 0.20, and 0.25. If applying these probabilities to local false discovery rates or posterior null probabilities then one may wish to change the cutpoints to c(0, 0.091, 0.143, 0.20, 0.25, 1).

Examples

tidyProbs()

abnormally-distributed/abdisttools documentation built on May 5, 2019, 7:07 a.m.