UCI Statistics Graduate Student Bootcamp – Fall 2019

Lecture 1 : Basic Probability Theory

Lecture 2 : Mathematics Review

Lecture 3 : Distribution and Random Variables

Lecture 4 : Special Distributions

Lecture 5 : Collection of Random Variables

Lecture 6 : Linear Algebra Review

Lecture 7 : Estimation and Inference

Lecture 8 : Basic Statistical Tests

Lecture 9 : Linear Regression

Lecture 10 : R Programming