stats.Rmd

---
title: "Statistical tests and measures of effect sizes in `rogme`"
author: "Guillaume A. Rousselet"
date: "`r Sys.Date()`"
output:
  github_document:
    html_preview: yes
    toc: yes
    toc_depth: 2
---

| Function | Description |
|:--------------------------------|:--------------------------------|
|`hd(x,q=.5)`| Harrell-Davis quantile estimator |
|`hdseq(x, qseq=seq(0.1,0.9,0.1))`| Compute a sequence of quantiles |
|`allpdiff(x,y)`| Calculate all pairwise differences between 2 vectors |
|`allpdiff_hdpbci(x,y,alpha=.05,q=.5,nboot=600)`| Compute percentile bootstrap confidence interval of the median of all pairwise differences |
|`pb2gen(x,y,alpha=.05, nboot=2000, est=hd)`| Compare two independent groups using the percentile bootstrap - default estimator = `hd` |
|`hdpbci(x,q=.5)`| Compute percentile bootstrap confidence interval of the qth quantile |
|`quantiles_pbci(x,q=seq(.1,.9,.1),nboot=2000,alpha=0.05)`| Compute percentile bootstrap confidence intervals of a sequence of quantiles |
|`ks(x,y)`| Kolmogorov-Smirnov test statistic |
|`cid(x,y)`| Cliff's delta test |
|`pxgta(x,a=0)`| Proportion of observations greater than a specified value |
|`pxgty(x,y)`| Proportion of observations in x greater than observations in y |