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Advanced statistics course

12 Modules · 78 Lessons

Recommended resources

Module 2

Sufficiency and Information

Module 3

Optimal Point Estimation

Module 4

Statistical Decision Theory

Module 5

Asymptotic Theory of Estimation

Module 6

Foundations of Hypothesis Testing

Module 7

Large-Sample Hypothesis Tests

Module 8

Bayesian Inference

Module 9

Bayesian Asymptotics

Module 10

Non-Gaussianity and Robust Methods

Module 11

Resampling Methods

Module 12

Nonparametric Inference