rotarod: Rotating Rats Data
In exactRankTests: Exact Distributions for Rank and Permutation Tests

rotarod

R Documentation

Rotating Rats Data

Description

The endurance time of 24 rats in two groups in a rotating cylinder.

Usage

data(rotarod)

Format

A data frame with 24 observations on the following 2 variables.

time: the endurance time
group: a factor with levels control and treatment.

Details

The 24 rats received a fixed oral dose of a centrally acting muscle relaxant (treatment) or a saline solvent (control). They were placed on a rotating cylinder and the length of time each rat remains on the cylinder is measured, up to a maximum of 300 seconds. The rats were randomly assigned to the control and treatment group.

Note that the empirical variance in the control group is 0 and that the group medians are identical.

This dataset serves as the basis of an comparision of the results of the Wilcoxon-Mann-Whitney test computed by 11 statistical packages in Bergmann et al. (2000). The exact conditional p-value is $0.0373$ (two-sided) and $0.0186$ (one-sided). The asymptotic two-sided p-value (corrected for ties) is reported as $0.0147$.

Source

Reinhard Bergmann, John Ludbrook & Will P.J.M. Spooren (2000), Different outcomes of the Wilcoxon-Mann-Whitney test from different statistics packages. The American Statistician, 54(1), 72–77.

Examples

data(rotarod)
wilcox.exact(time ~ group, data=rotarod, alternative="g")
wilcox.exact(time ~ group, data=rotarod, conf.int=TRUE)
wilcox.exact(time ~ group, data=rotarod, exact=FALSE)
# the permutation test
perm.test(time ~ group, data=rotarod)
perm.test(time ~ group, data=rotarod, exact=FALSE)

exactRankTests documentation built on April 26, 2022, 9:06 a.m.