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Propensity Scores

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  1. Getting Started
  2. Background
    1 Topic
    1. Background concepts
  3. Introduction to Propensity Scores
    2 Topics
    |
    2 Quizzes
    1. What is a propensity score?
      1. Exercise 2 – Propensity score assumptions
    2. Propensity score methods
    • Propensity score methods
  4. Estimating and Assessing the Propensity Score
    4 Topics
    1. Estimating propensity score
    2. Covariate selection for PS estimation
    3. Propensity score diagnostics
    4. Cohort trimming
  5. Applying the Propensity Score
    5 Topics
    1. Example study
    2. Applying the PS estimation
    3. Applying cohort trimming
    4. Applying the PS methods
    5. Producing PS diagnostics
  6. High-Dimensional Propensity Scores
    2 Topics
    1. HDPS background
    2. High-dimensional propensity scores
  7. Applying the High-Dimensional Propensity Score
    3 Topics
    1. Setting up the HDPS
    2. Preparing the data
    3. Applying HDPS macro
  8. References
  9. Additional Resources

Participants 174

  • Aine
  • Alexandra
  • Ayodele
  • Mohammad
  • abedi72
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  1. Propensity Scores
  2. Applying the High-Dimensional Propensity Score
Section 7 of 9
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Applying the High-Dimensional Propensity Score

By the end of this section, you will be able to:

  • Set up the HDPS
  • Prepare data dimensions for use in HPDS
  • Apply HDPS macro in SAS
Section Content
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Setting up the HDPS
Preparing the data
Applying HDPS macro