can estimate ? is fundamentally limited by the Fisher information of the likelihood function.

Alternatively, the same conclusion can be obtained directly from the Cauchy-Schwarz inequality for random variables, , applied to the random variables and , and observing that for unbiased estimators we have

Examples

Single-parameter Bernoulli experiment

A Bernoulli trial is a random variable with two possible outcomes, 0

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