STAT 830
Course Overview
Assignments
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Solutions
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Course notes (132 pages)
Lecture Slides and Notes
Slides
Overview
Notes
Introduction to Inference
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Nonparametric Basics
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Likelihood
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Likelihood Asymptotics
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Multivariate Normal Distribution
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Hypothesis Tests
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Likelihood Ratio Tests
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Confidence Sets
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Decision Theory
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Bayesian Estimation
Notes
Review and Support Material
Statistics vs Probability
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Basic Probability
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Independence and Conditioning
Notes
Expectation
Notes
MGFs \& Transforms
Notes
Distribution Theory
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Samples from the Normal Distribution
Notes
Modes of Convergence
Notes
Convergence in Distribution
Notes
Convergence Comparisons
Notes
Lecture Summaries
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