Problem 197
easy
Mean absolute value of a normal
is a standard normal random variable. Find .
Answer
Fractions, decimals with at least 3 significant digits, and expressions such as sqrt(2)/2, e^-1 or pi/4.
Hints 0/2
By symmetry, , with the standard normal density.
is the derivative of .
h
Solution
s Shown after a correct answer. Revealing it first marks the problem as seen, not solved.
Idea. Fold the normal density onto the positive half-line and integrate directly: has an explicit antiderivative.
Step 1.
Step 2.
Uses. For , : the mean absolute deviation of a normal is about 80% of its standard deviation. The same number is .
The trap. is , half of .