Distribution Theory of Least SquaresExplores the distribution theory of least squares estimators in a Gaussian linear model, focusing on precision and confidence intervals construction.
Statistical InferenceCovers likelihood ratio statistic, confidence intervals, and hypothesis testing concepts.
Optimality in Statistical InferenceDelves into the duality between confidence intervals and hypothesis tests, emphasizing the importance of precision and accuracy in estimation.