If the random variable X is normally distributed with mean a

If the random variable X is normally distributed with mean and standard deviation , then the random variable Z defined by is also normally distributed with mean 0 and standard deviation 1.

Solution

True.

If X be defined as Z = (X - Mean) / Standard deviation, then Z is also normally distributed with mean = 0, Standard deviation (and variance) = 0.