In: Statistics and Probability
Example of the estimator of the mean of X which satisfy the following criteria:
1. unbiased+consistent
2. bias +consistent
3. unbiased + inconsistent
4. biased + inconsistent
5. most efficient estimator of testing mean of X
6. least efficient estimator of testing mean of X
1. unbiased+consistent is sample mean T(X) = (X1 + ... + Xn)/n.
2. bias +consistent is
3.unbiased + inconsistent is T(X)=Xn
4. biased + inconsistent is T(X)=(X1 + ... + Xn) OR
5. most efficient estimator of testing mean of X is sample mean T(X) = (X1 + ... + Xn)/n.
6. least efficient estimator of testing mean of X is Sample median