file <- "http://www.uvm.edu/~rsingle/stat211/data/extra/ch5_MouseDiet.txt" dat<-read.table(file, header=T, na.strings=c("NA",".")) diet <- dat$diet reduc<- dat$reduction #split the screen par(mfrow=c(2,2)) #Checking assumptions hist(reduc[diet=="bean"], main="Bean diet") hist(reduc[diet=="oat"], main="Oat diet") qqnorm(reduc[diet=="bean"]) qqnorm(reduc[diet=="oat"],main="QQ plot: oat") #Separate Variance T-test t.test(reduc[diet=="bean"],reduc[diet=="oat"]) t.test(reduc~diet) t.test(reduc~diet, conf.level=.90) t.test(reduc~diet, alternative="less") #Equal Variance T-test t.test(reduc~diet, var.equal=TRUE) t.test(reduction~diet, data=dat, var.equal=TRUE) t.test(reduction~diet, var.equal=TRUE)