Estimation theory

The branch of statistics concerned with inferring unknown population parameters from observed data. Encompasses point estimation, interval estimation, least squares, maximum likelihood, and Bayesian estimation. Key properties used to evaluate estimators include unbiasedness, consistency, efficiency, and sufficiency.