Theoretical Statistics  --  Statistics  (STAT) 210A [4 units]
Course Format: Three hours of lecture per week.
Prerequisites: Linear algebra, real analysis, and a year of upper division probability and statistics.
Description: An introduction to mathematical statistics, covering both frequentist and Bayesian aspects of modeling, inference, and decision-making. Topics include statistical decision theory; point estimation; minimax and admissibility; Bayesian methods; exponential families; hypothesis testing; confidence intervals; small and large sample theory; and M-estimation.
(F,SP)
 


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