multinomial.test: Exact multinomial test

In RVAideMemoire: Testing and Plotting Procedures for Biostatistics

Exact multinomial test

Description

Perfoms an exact multinomial test on a vector of counts.

Usage

multinomial.test(x, p = rep(1/length(x), length(x)))

Arguments

x	numeric vector (counts). Can also be a factor; in that case table(x) is used as counts.
p	theoretical proportions (optional).

Details

The function works as chisq.test or G.test :

- if theoretical proportions are not given, equality of counts is tested

- if theoretical proportions are given, equality of counts to theoretical counts (given by theoretical proportions) is tested.

Since chi-squared and G tests are approximate tests, exact tests are preferable when the number of individuals is small (200 is a reasonable minimum).

Be aware that the calculation time increases with the number of individuals (i.e. the sum of x) and the number of groups (i.e. the length of x).

An exact multinomial test with two groups is strictly the same as an exact binomial test.

Value

method	name of the test.
p.value	p-value.
data.name	a character string giving the name(s) of the data.
observed	the observed counts.
expected	the expected counts under the null hypothesis.

Author(s)

Maxime HERVE <[e-mail]> based on multinomial.test

See Also

chisq.test, G.test, binom.test, multinomial.multcomp, multinomial.theo.multcomp

Examples

counts <- c(5,15,23)
multinomial.test(counts)

RVAideMemoire documentation built on Nov. 6, 2023, 5:07 p.m.