titanic.df <- read.csv("Titanic Data.csv")
View(titanic.df)
aggregate(titanic.df$Age, by=list(Survived=titanic.df$Survived), mean)
## Survived x
## 1 0 30.41530
## 2 1 28.42382
#H0: The Titanic survivors were equal in age to the passengers who died.
t.test(titanic.df$Age~ titanic.df$Survived)
##
## Welch Two Sample t-test
##
## data: titanic.df$Age by titanic.df$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
-> As the p-value=0.02949 < 0.05, we can rejet the null hypothesis and conclude that the Titanic survivors were younger than the passengers who died.