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Statistical tests and measures of effect sizes in rogme

Guillaume A. Rousselet 2020-07-10

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