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MaxDiff: Advanced Topics
MaxDiff: Advanced Topics
MaxDiff: Advanced Topics

About the Course

Course Instructor

Course Progress
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Course Outline
  1. Introduction
    1. Course Overview
    2. Course Outline
    3. What you need
  2. Comparing and Combining Models
    1. Overview
    2. Cross-Validation: Overview
    3. Ensembles: Overview
    4. Comparing Models in Displayr
  3. Covariates
    1. Covariates: Overview
    2. Covariates Example
    3. Boosted Varying Coefficients: Overview
    4. Boosted Varying Coefficients Example
    5. When to Use Each Approach
  4. Logit Models
    1. Overview
    2. Multinomial Logit
    3. Tricked Logit
    4. Ranked Order Logit with Ties
    5. Comparing the Two Approaches
  5. Multi-class HBA
    1. Overview
    2. When to Use Multi-class HBA
    3. Benefits and Limitations
  6. Anchored MaxDiff
    1. Overview
    2. When to Use Anchored MaxDiff
    3. Benefits and Limitations
    4. MaxDiff Experiment Variants
    5. Interpreting the Output
  7. Test Your Knowledge
    1. Module Quiz
course
MaxDiff: Advanced Topics
MaxDiff: Advanced Topics
Course Progress
Not started
Enroll

About the Course

Course Outline
  1. Introduction
    1. Course Overview
    2. Course Outline
    3. What you need
  2. Comparing and Combining Models
    1. Overview
    2. Cross-Validation: Overview
    3. Ensembles: Overview
    4. Comparing Models in Displayr
  3. Covariates
    1. Covariates: Overview
    2. Covariates Example
    3. Boosted Varying Coefficients: Overview
    4. Boosted Varying Coefficients Example
    5. When to Use Each Approach
  4. Logit Models
    1. Overview
    2. Multinomial Logit
    3. Tricked Logit
    4. Ranked Order Logit with Ties
    5. Comparing the Two Approaches
  5. Multi-class HBA
    1. Overview
    2. When to Use Multi-class HBA
    3. Benefits and Limitations
  6. Anchored MaxDiff
    1. Overview
    2. When to Use Anchored MaxDiff
    3. Benefits and Limitations
    4. MaxDiff Experiment Variants
    5. Interpreting the Output
  7. Test Your Knowledge
    1. Module Quiz

Course Instructor