R Dataset / Package psych / cushny

On this R-data statistics page, you will find information about the cushny data set which pertains to A data set from Cushny and Peebles (1905) on the effect of three drugs on hours of sleep, used by Student (1908). The cushny data set is found in the psych R package. You can load the cushny data set in R by issuing the following command at the console data("cushny"). This will load the data into a variable called cushny. If R says the cushny data set is not found, you can try installing the package by issuing this command install.packages("psych") and then attempt to reload the data with the library() command. If you need to download R, you can go to the R project website. You can download a CSV (comma separated values) version of the cushny R data set. The size of this file is about 341 bytes.

A data set from Cushny and Peebles (1905) on the effect of three drugs on hours of sleep, used by Student (1908)

Description

The classic data set used by Gossett (publishing as Student) for the introduction of the t-test. The design was a within subjects study with hours of sleep in a control condition compared to those in 3 drug conditions. Drug1 was 06mg of L Hscyamine, Drug 2L and Drug2R were said to be .6 mg of Left and Right isomers of Hyoscine. As discussed by Zabell (2008) these were not optical isomers. The detal1, delta2L and delta2R are changes from the baseline control.

Usage

data(cushny)

Format

A data frame with 10 observations on the following 7 variables.

Control: Hours of sleep in a control condition
drug1: Hours of sleep in Drug condition 1
drug2L: Hours of sleep in Drug condition 2
drug2R: Hours of sleep in Drug condition 3 (an isomer of the drug in condition 2
delta1: Change from control, drug 1
delta2L: Change from control, drug 2L
delta2R: Change from control, drug 2R

Details

The original analysis by Student is used as an example for the t-test function, both as a paired t-test and a two group t-test. The data are also useful for a repeated measures analysis of variance.

Source

Cushny, A.R. and Peebles, A.R. (1905) The action of optical isomers: II hyoscines. The Journal of Physiology 32, 501-510.

Student (1908) The probable error of the mean. Biometrika, 6 (1) , 1-25.

References

See also the data set sleep and the examples for the t.test

S. L. Zabell. On Student's 1908 Article "The Probable Error of a Mean" Journal of the American Statistical Association, Vol. 103, No. 481 (Mar., 2008), pp. 1- 20

Examples

data(cushny)
with(cushny, t.test(drug1,drug2L,paired=TRUE)) #within subjects error.bars(cushny[1:4],within=TRUE,ylab="Hours of sleep",xlab="Drug condition", 
 main="95% confidence of within subject effects")

Dataset imported from https://www.r-project.org.

Attachments: csv, json

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