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| 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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