STAT 504 - Applied Regression

Institution:

University of Washington-Seattle Campus

Subject:

Statistics

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. Offered: jointly with CS&SS 504.

Credits:

4.00

Credit Hours:

Prerequisites:

either STAT 342, STAT/MATH 390, STAT 421, STAT/ECON 481, or SOC 425; recommended: MATH 308

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.washington.edu

Phone Number:

(206) 543-2100

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Quarter

The Course Profile information is provided and updated by third parties including the respective institutions. While the institutions are able to update their information at any time, the information is not independently validated, and no party associated with this website can accept responsibility for its accuracy.