Question: Let y 1 , y 2 , y 3 be a random sample from an exponential distribution with mean , i.e., E (y i )
Let y1, y2, y3 be a random sample from an exponential distribution with mean θ, i.e., E (yi) = θ, i = 1, 2, 3. Consider three estimators of θ:

a. Show that all three estimators are unbiased.
b. Which of the estimators has the smallest variance? Recall that, for an exponential distribution, V(yi) = θ2.
y1 + y2 02 = y %3D 2
Step by Step Solution
3.41 Rating (160 Votes )
There are 3 Steps involved in it
To determine whether the three estimators are unbiased we need to check if their expected values equ... View full answer
Get step-by-step solutions from verified subject matter experts
