make_assoc_stats: Make Categorical Association Statistics

In davidaarmstrong/damisc: Dave Armstrong's Miscellaneous Functions

Make Categorical Association Statistics

Description

Makes several common measures of association for contingency tables. The p-values are obtained through simulation.

Usage

make_assoc_stats(
  x,
  y,
  chisq = FALSE,
  phi = FALSE,
  cramersV = TRUE,
  lambda = FALSE,
  gamma = TRUE,
  d = FALSE,
  taub = TRUE,
  n = 1000,
  weight = NULL
)

Arguments

x	The row-variable in a contingency table
y	The column-variable in a contingency table
chisq	Logical indicating whether the chi-squared statistic should be produced.
phi	Logical indicating whether the phi statistic should be produced.
cramersV	Logical indicating whether the Cramer's V statistic should be produced.
lambda	Logical indicating whether the lambda statistic should be produced.
gamma	Logical indicating whether the gamma statistic for ordinal data should be produced.
d	Logical indicating whether Somer's D for ordinal data should be produced.
taub	Logical indicating whether Kendall's Tau-b statistic should be produced.
n	Number of iterations in the simulation.
weight	Vector of weights used to generate the table.

Value

A matrix of statistics and p-values.

davidaarmstrong/damisc documentation built on Oct. 1, 2023, 3:05 p.m.