Answer:
John's rent $1,395 itself is an Outlier
Explanation:
To calculate the outlier with mean and standard deviation.
Get the difference between value and the mean
Now, divide the result with standard deviation the result needs to be compared with Gaussian population.
Grubb's Test Formula:
5% of Gaussian population are greater than 1.96 standard deviations from the mean. Here, the outlier comes from the result which is greater than 1.96.
Hence, through Grubb’s method we can identify the outlier with mean and standard deviation when the sample population is not known.