Intro Lin Mod&exp Design

Instructor:
Katherine Thompson
Katherine Thompson
603
Credits:
4.0
001
Building:
Multi-Disciplinary Science Building
Multi-Disciplinary Science Building
Room:
Rm.337
Rm.337
Semester:
Spring 2023
Start Date:
End Date:
Name:
Intro Lin Mod&exp Design
Requisites:

Prereq: STA 602, coreq: STA 606

Class Type:
LEC
LEC
2:00 pm
12:00 pm
3:15 pm
12:50 pm
Days:
TR
W

Multivariate normal distribution, linear models in matrix notation, multiple linear regression (distribution results, categorical predictors, interactions, connection to ANOVA, sums of squares, diagnostics, ridge and nonparametric regression), Generalized linear models (binomial, poisson, and gamma regression), overdispersion, mixed models, diagnostics, professional presentation of results.

Multivariate normal distribution, linear models in matrix notation, multiple linear regression (distribution results, categorical predictors, interactions, connection to ANOVA, sums of squares, diagnostics, ridge and nonparametric regression), Generalized linear models (binomial, poisson, and gamma regression), overdispersion, mixed models, diagnostics, professional presentation of results.

STA