
Explanation:
This question tests the concept of efficiency in statistical estimation.
Key definitions:
Since the question specifically states that the estimator has "smaller variance than all other unbiased estimators," this is the definition of an efficient estimator. An estimator can be unbiased but not efficient if other unbiased estimators exist with smaller variance.
If the variance of the sampling distribution of an estimator is smaller than all other unbiased estimators of the parameter of interest, the estimator is:
A
Reliable
B
Efficient
C
Unbiased
D
Consistent
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