In: Statistics and Probability
In this week's problem, I interviewed my cycling group to see how many have participated in a Triathlon. I hypothesized that the population mean number of people who participated is 4, and my random sample results were: 2,7,3,2,3,0,0. I am choosing to test this hypothesis at the 0.1 significance level.
Let
denotes the population mean.
To test
against
Here
sample mean
sample standard deviation
and sample size
The test statistic can be written as
which under H0 follows a t distribution with n-1 df.
We reject H0 at 0.1 level of significance if
Now,
The value of the test statistic =
and critical value
Since
, so we fail to reject H0 at 0.1 level of significance
and we can conclude that the population mean is not significantly
different from 4