README.md

In gitronald/htester: Convert HTest Results to Data.Frames

htester

• The goal of htester is to convert the output of R's htests - cor.test, wilcox.test, ks.test, etc - into data.frame formats.
• If you have any questions or want to help out feel free to send me an email or a pull request! My email can be found in the DESCRIPTION.

Getting Started

# Install Github version:
devtools::install_github("gitronald/htester")

# Load the package and sample data
library(htester)
data(htests)

htests

• R's htest outputs are returned in a list format that renders well in the console, but aren't ideal for writing out in table form. For example, consider the output of cor.test:

> x = rnorm(100, 100, 40)
> y = rnorm(100, 100, 40)
> cor.test(x, y, method = "spearman")

    Spearman's rank correlation rho

data:  x and y
S = 136820, p-value = 0.0748
alternative hypothesis: true rho is not equal to 0
sample estimates:
      rho 
0.1790099 

• htester functions provide the same tests, but return results in data.frame:

> cor_test(x, y, method = "spearman")

  statistic.S p.value estimate.rho null.value.rho alternative                          method     data.name
1      136818  0.0748        0.179              0   two.sided Spearman's rank correlation rho var1 and var2

htests available

• Correlation tests: cor_test
• Komogorov-Smirnov: ks_test
• Wilcox tests: wilcox_test
• t-tests: t_test

gitronald/htester documentation built on May 17, 2019, 5:30 a.m.