Theory of Statistics

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This graduate textbook offers an advanced course in statistics, focusing on estimation, testing, and large sample theory essential for Ph.D. preparation. It presents a mathematically rigorous exploration of both Classical and Bayesian inference, contrasting approaches like "uniformly most powerful" testing with decision-theoretic methods.