The Cramér-Rao Inequality theorem provides a lower bound for the variance of an unbiased estimator of a density function parameter. Many statistics textbooks provide the theorem without giving any proof, which sometimes frustrates students like me. I therefore did some research online and referred mainly to Miller’s paper to get the proof for this note.
The Cramer-Rao Theorem
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