STAT 504

Applied Regression
4.0 credits

Course Description

Least squares estimation. Hypothesis testing. Interpretation of regression coefficients. Categorical independent variables. Interactions. Assumption violations: outliers, residuals, robust regression; nonlinearity, transformations, ACE, CART; nonconstant variance. Variable selection and model averaging. Prerequisite: either STAT 342, STAT 390/MATH 390, STAT 421, STAT 509/CS&SS 509/ECON 580, or SOC 505. Offered: jointly with CS&SS 504.

Syllabus Downloads

WIN 2021 Perkovic
WIN 2022 Cinelli

Current Time Schedule

Winter, 2023

SLN/Section	Time	Location	Instructor
20789 A Open	M 2:30PM - 3:20PM F 2:30PM - 3:20PM	BAG 261 THO 125	Carlos Cinelli Kenny Zhang

20790 B Open	M 2:30PM - 3:20PM F 2:30PM - 3:20PM	BAG 261 THO 125	Carlos Cinelli Kenny Zhang
OFFERED JOINTLY WITH STAT 504A AND CSSS 504A/ GRADS ONLY, STAT MAJORS ONLY

SLN/Section

Time

Location

Instructor

20789 A
Open

M 2:30PM - 3:20PM

F 2:30PM - 3:20PM

BAG 261

THO 125

Carlos Cinelli

Kenny Zhang

20790 B
Open