Concept
The Rao-Blackwell Theorem provides a method to improve the efficiency of an estimator by conditioning it on a sufficient statistic, leading to a new estimator with lower variance. This theorem is fundamental in statistical estimation theory as it offers a systematic way to derive optimal estimators, often referred to as Rao-Blackwellized estimators.
Relevant Degrees
3