Apr 20, 2024  
2022-2023 Graduate Catalog 
    
Catalog Navigation
  Catalog Home
  Graduate Programs
  Graduate Courses
  Catalog Guide
  Northern Illinois University
  The Graduate School
  Directory for Correspondence
  Admission
  General Regulations
  Requirements for Graduate Degrees
  Educator Licensure
  Tuition and Fees
  Financial Support
  Scholarly Activities
  University Services
  College of Business
  College of Education
  College of Engineering and Engineering Technology
  College of Health and Human Sciences
  College of Liberal Arts and Sciences
  College of Visual and Performing Arts
  Interdisciplinary Academic Centers and Courses
  Inter-College Interdisciplinary Certificates
  Other Academic Units
  University Administration
  Notices
  Campus Maps
  Calendar
  2022-2023 Graduate Catalog PDF
HELP
2022-2023 Graduate Catalog [NOTE!!!! THIS IS AN ARCHIVED CATALOG. FOR THE CURRENT CATALOG, GO TO CATALOG.NIU.EDU]

STAT 635 - Regression Analysis

Simple and multiple linear regression, estimation, confidence intervals and tests, and prediction. Theoretical analysis of the effect of departures from assumptions. Theoretical development of diagnostic methods using residuals, transformations, outliers, and influence analysis. Remedies for departures from assumptions. Theory of model selection. Regularization methods including ridge regression and lasso techniques.

Prerequisites & Notes
PRQ: STAT 611 or consent of department.

Credits: 3