4. Given that is the mean and is the variance of observations .Prove that the mean and variance of the observations , are and respectively, .
Given, Mean = and variance =
Now, Let be the the resulting observations if each observation is multiplied by a:
Hence the mean of the new observations is
Now, Substituting the values of :
Hence the variance of the new observations is