STAT 830

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Course Overview

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Assignments

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Solutions

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Course notes (132 pages)

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Lecture Slides

Overview

Statistics vs Probability

Basic Probability

Independence and Conditioning

Expectation

MGFs \& Transforms

Distribution Theory

Multivariate Normal Distribution

Samples from the Normal Distribution

Modes of Convergence

Convergence in Distribution

Convergence Comparisons

Introduction to Inference

Nonparametric Basics

Likelihood

Likelihood Asymptotics

Hypothesis Tests

Likelihood Ratio Tests

Confidence Sets

Decision Theory

Bayesian Estimation

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