mouse.c {bootstrap} | R Documentation |
Experiments with mouse
Description
A small randomized experiment were done with 16 mouse, 7 to treatment group and 9 to control group. Treatment was intended to prolong survival after a test surgery.
Usage
data(mouse.c)
Format
The format is: num [1:9] 52 104 146 10 50 31 40 27 46
Details
The treatment group is is dataset mouse.t
. mouse.c
is the control group. The book uses this example to illustrate
bootstrapping a sample mean. Measurement unit is days of survival following
surgery.
Source
Efron, B. and Tibshirani, R. (1993) An Introduction to the Bootstrap. Chapman and Hall, New York, London.
Examples
str(mouse.c)
if(interactive())par(ask=TRUE)
stripchart(list(treatment=mouse.t, control=mouse.c))
cat("bootstrapping the difference of means, treatment - control:\n")
cat("bootstrapping is done independently for the two groups\n")
mouse.boot.c <- bootstrap(mouse.c, 2000, mean)
mouse.boot.t <- bootstrap(mouse.t, 2000, mean)
mouse.boot.diff <- mouse.boot.t$thetastar - mouse.boot.c$thetastar
hist(mouse.boot.diff)
abline(v=0, col="red2")
sd(mouse.boot.diff)
[Package bootstrap version 2019.6 Index]