Tentative schedule: STATS 203

January 04
Course Introduction
Simple Linear Regression

January 06
Diagnostics
Simple Linear Regression

January 11
Multiple Linear Regression

January 13
No class

January 18
Polynomial Regression
& Other Bases

January 20
Diagnostics

January 25
Model Selection

January 27
Analysis of Variance
Fixed Effects

February 01
Experimental Design

February 03
Penalized Regression

February 08
Robust Regression

February 10
Nonlinear Regression

February 15
Generalized Linear Models I

February 17
Generalized Linear Models II

February 22
Fixed vs. Random Effects

February 24
Mixed Effects Models
REML

March 01
Time Series

March 03
Time Series Regression

March 08
Functional Data

March 10
Review