titanic1<-read.csv("Titanic Data.csv")
Use R to create a table showing the average age of the survivors and the average age of the people who died.
aggregate(titanic1$Age, by =list(survived = titanic1$Survived),mean)
survived x
1 0 30.41530
2 1 28.42382
Use R to run a t-test to test the following hypothesis: H2: The Titanic survivors were younger than the passengers who died.
t.test(Age~Survived,titanic1)
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
p-value of the test is 0.02949, p<0.05, we rejest the Null Hypothes , so The titanic survivors are younger than the passengers who died.