STSCI 5030

Last Updated

  • Schedule of Classes - May 14, 2025 7:21PM EDT
  • Course Catalog - May 14, 2025 7:07PM EDT

STSCI 5030
Linear Models with Matrices

Course information provided by the Courses of Study 2024-2025. The Catalog/Courses of Study 2025-2026 is scheduled to publish mid-June.

The focus of this course is the theory and application of the general linear model expressed in its matrix form. Topics will include: least squares estimation, multiple linear regression, coding for categorical predictors, residual diagnostics, anova decomposition, polynomial regression, model selection techniques, random effects and mixed models, maximum likelihood estimation and distributional theory assuming normal errors. Homework assignments will involve computation using the R statistical package.

When Offered Fall.

Prerequisites/Corequisites Prerequisite: STSCI 2150 or STSCI 2200/BTRY 3010, BTRY 3080, MATH 1920, MATH 2210 or their equivalents, STSCI 3200/BTRY 3020 or BTRY 6020.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session.  Choose one lecture and one laboratory. Combined with: BTRY 4030, STSCI 4030

  • 4 Credits Stdnt Opt

  •  4842 STSCI 5030   LEC 001

  •  
    • MW
    • Aug 25 - Dec 8, 2025

    • Kowal, D

  • Instruction Mode: In Person
    For Bowers Computer and Information Science (CIS) Course Enrollment Help, please see: https://tdx.cornell.edu/TDClient/193/Portal/Home/

  •  4843 STSCI 5030   LAB 401

  •  
    • M
    • Aug 25 - Dec 8, 2025

    • Kowal, D

  • Instruction Mode: In Person

  •  4844 STSCI 5030   LAB 402

  •  
    • W
    • Aug 25 - Dec 8, 2025

    • Kowal, D

  • Instruction Mode: In Person

  •  4898 STSCI 5030   LAB 403

  •  
    • W
    • Aug 25 - Dec 8, 2025

    • Kowal, D

  • Instruction Mode: In Person

  •  4899 STSCI 5030   LAB 404

  •  
    • R
    • Aug 25 - Dec 8, 2025

    • Kowal, D

  • Instruction Mode: In Person