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.

Current Time Schedule

Winter, 2024

SLN/Section Time Location Instructor
20640 A
Open

M 2:30PM - 3:20PM

F 2:30PM - 3:20PM

BAG 154

THO 125

Carlos Cinelli

SHREYA PRAKASH

 

 

20641 B
Open

M 2:30PM - 3:20PM

F 2:30PM - 3:20PM

BAG 154

THO 125

Carlos Cinelli

SHREYA PRAKASH

OFFERED JOINTLY WITH STAT 504A AND CSSS 504A. GRADS ONLY, STAT MS FEE-BASED STUDENTS ONLY.