Course Archives    Theoretical Statistics and Mathematics Unit

Course: Statistics II     Instructor: Sunanda Bagchi     Room: G26     Level: Undergraduate Time: Currently Offered

Syllabus Past Exams Syllabus Theory and Methods of Estimation and Hypothesis testing, Suciency, Exponential family, Bayesian methods, Moment methods, Maximum likelihood estimation, Criteria for estimators, UMVUE, Large sample theory: Consistency; asymptotic normality, Condence intervals, Elements of hypothesis testing; Neyman-Pearson Theory, UMP tests, Likelihood ratio and related tests, Large sample tests Suggested References: 1. George Casella and Roger L Berger: Statistical Inference 2. Peter J Bickel and Kjell A Doksum: Mathematical Statistics 3. Erich L Lehmann and George Casella: Theory of Point Estimation 4. Erich L Lehmann and Joseph P Romano: Testing Statistical Hypotheses Top of the page Past Exams

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[ Semester Schedule ][ Statmath Unit ] [Indian Statistical Institute]