Intro Lin Mod&exp Design

Instructor:
Jiawei Zhang
603
Credits:
4.0
001
Building:
Multi-Disciplinary Science Building
Room:
Rm.335
Semester:
Spring 2025
Start Date:
End Date:
Name:
Intro Lin Mod&exp Design
Requisites:

Prereq: STA 602, coreq: STA 606

Class Type:
LEC
12:30 pm
1:45 pm
Days:
TR

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