setwd("~/")
titanic.df <- read.csv(paste("Titanic Data.csv", sep=""))
View(titanic.df)
aggregate(Age ~ Survived, data=titanic.df, mean)
## Survived Age
## 1 0 30.41530
## 2 1 28.42382
t.test(Age ~ Survived, data=titanic.df)
##
## Welch Two Sample t-test
##
## data: Age by Survived
## t = 2.1816, df = 667.56, p-value = 0.02949
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.1990628 3.7838912
## sample estimates:
## mean in group 0 mean in group 1
## 30.41530 28.42382
The p-value obtained is less than 0.05. After looking at the results of the t-test, we conclude that the Titanic survivors were younger than the passengers who died.