Section outline

  • Lecture:  Penalized regression methods

    Motivation via multiple linear regression, ridge regression, lasso, elastic net, extensions/inference – discuss in context of continuous, binary, categorical, continuous, and survival endpoints -- illustrate training-validation-test

    Faculty:  Mark Segal

    Location: MH-1407   

    • Session Slides:

    • MachineLearningInR lecture7 Lasso File

    • Session Audio/Video Recording (Access restricted to registered students):

    • Watch URL
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    • Assignment Due Date:  May 23rd, 2019

    • Homework4 File
    • Homework4 File
    • Homework Assignment 4

    • Assignment Answer Key (Access restricted to registered students):

    • Homework4solutions File
    • Homework4solutions File
    • Homework4solutions File
    • Homework4solutions File