kamermanpr/easyboot: Bootstrap Summary Statistics for Measures of Central Tendency

Wrapper functions for "boot::boot" and "boot::boot.ci" to create a tidy dataframe of equi-tailed two-sided nonparametric confidence intervals [options: first order normal approximation, basic interval, studentized interval, percentile interval, and bias-adjusted accelerated interval (default)] for measures of central tendency (arithmetic mean, geometric mean, harmonic mean median, and mode) for numerical data. In addition confidence intervals for a difference in means (arithmetic, geometric, and harmonic) and medians can be calculated if a two-level grouping variable is supplied. In the case of binomial categorical data, confidence intervals of proportions and odds ratios (in the presence of a two-level grouping variable) can be calculated. All functions play nicely with the "tidyverse".

Getting started

Package details

AuthorPeter Kamerman
MaintainerPeter Kamerman <[email protected]>
LicenseMIT + file LICENSE
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
kamermanpr/easyboot documentation built on Nov. 29, 2017, 7:20 p.m.