Stat 210A is Berkeley's introductory Ph.D.-level course on theoretical statistics. It is a fast-paced and demanding course intended to prepare students for research careers in statistics. Topics: 1. Statistical decision theory, frequentist and Bayesian 2. Exponential families 3. Point estimation 4. Hypothesis testing 5. … Visa mer Your final grade is based on: 1. Weekly problem sets: 50% 2. Final exam: 50% Lateness policy:Homework must be submitted to Gradescope at midnight on Wednesday nights. Late problem sets will not be accepted, but … Visa mer Lecture notes: 1. Lecture 1 (8-26-2024) 2. Lecture 2 (8-31-2024) 3. Lecture 3 (9-2-2024) 4. Lecture 4 (9-7-2024) 5. Lecture 5 (9-9-2024) 6. Lecture 6 … Visa mer All texts are available online from Springer Link. Main text: 1. Keener, Theoretical Statistics: Topics for a Core Course, Springer 2010. Supplementary texts: 1. Lehmann and Casella, … Visa mer Webb28 jan. 2024 · Parametric tests usually have stricter requirements than nonparametric tests, and are able to make stronger inferences from the data. They can only be …
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