pub fn sleep() -> Result<DataFrame, PolarsError>Expand description
§Student’s Sleep Data
§Description:
Data which show the effect of two soporific drugs (increase in hours of sleep compared to control) on 10 patients.
§Usage:
sleep
§Format:
A data frame with 20 observations on 3 variables.
- [, 1] extra numeric increase in hours of sleep
- [, 2] group factordrug given
- [, 3] ID factorpatient ID
§Details:
The ‘group’ variable name may be misleading about the data: They represent measurements on 10 persons, not in groups.
§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, 20.
§References:
Scheffé, Henry (1959) The Analysis of Variance. New York, NY: Wiley.
§Examples:
require(stats)
## Student's paired t-test
with(sleep,
t.test(extra[group == 1],
extra[group == 2], paired = TRUE))
## The sleep *prolongations*
sleep1 <- with(sleep, extra[group == 2] - extra[group == 1])
summary(sleep1)
stripchart(sleep1, method = "stack", xlab = "hours",
main = "Sleep prolongation (n = 10)")
boxplot(sleep1, horizontal = TRUE, add = TRUE,
at = .6, pars = list(boxwex = 0.5, staplewex = 0.25))