STAT 830
Course Outline

Assignments
1 2 3 4 5
Solutions
1 2 3 4 5

Course notes (132 pages)

Lecture Slides and Notes
Slides
Overview Notes
History Notes
Introduction to Inference Notes
Nonparametric Basics Notes
Likelihood Notes
Likelihood Asymptotics Notes
Multivariate Normal Distribution Notes
Hypothesis Tests Notes
Likelihood Ratio Tests Notes
Confidence Sets Notes
Modes of Convergence Notes
Convergence in Distribution Notes
Convergence Comparisons Notes
Big O Notation Notes
Decision Theory Notes
Bayesian Estimation Notes
Unbiased Estimation Notes
High Dimensional Regression Notes
Likelihood Extensions Notes
Review and Support Material
Statistics vs Probability Notes
Basic Probability Notes
Independence and Conditioning Notes
Expectation Notes
MGFs \& Transforms Notes
Distribution Theory Notes
Samples from the Normal Distribution Notes

Lecture Summaries
1 2 3 4 5 6 7 8
9 10 11 12 13 14 15 16
17 18 19 20 21 22 23 24
25 26

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