Estimation of Correlation Confidence Intervals Via the Bootstrap: Non Normal Distributions

Abstract

Confidence intervals (CIs) for the correlation were investigated with interest on how bootstrap CIs perform with non-normal distribution pairings across correlation magnitudes. The bootstrap CIs had acceptable performance if one of the variables was normal or if sample size was greater than 200 if the paired variables were nonnormal.