CEM-LinearInf
Catalogue
โœ๏ธ functions
๐Ÿ“– contents
โญ๏ธ reference
Catalogue
โœ๏ธ functions
๐Ÿ“– contents
โญ๏ธ reference
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Catalogue

โœ๏ธ functions

๐Ÿ“– contents

  • Usage
  • Tutorial
  • Example
    • Example
  • API Reference

โญ๏ธ reference

  • Docs »
  • Example
  • โ† Sensitivity Analysis
  • ๐Ÿ”– CEM Notebook Example - Simulated Linear Dataset โ†’

Exampleยถ

In this section, we will show you two examples of CEM_LinearInf package applications on both simulated dataset and real dataset. Please check the following Contents for further information.

Content:

  • ๐Ÿ”– CEM Notebook Example - Simulated Linear Dataset
    • 1. Data preperation
    • 2. Coarsened Exact Matching (CEM)
    • 3. Balance Checking
    • 4. Treatment Effect Inference
    • 5. Sensitivity Analysis
    • 5.1 Omitted variable bias based sensitivity analysis
    • 5.2 Wilcoxonโ€™s signed rank test based sensitivity analysis
  • ๐Ÿ”– CEM Notebook Example - Lalonde Dataset
    • 1. Data preperation
    • 2. Coarsened Exact Matching (CEM)
    • 3. Balance Checking
    • 4. Treatment Effect Inference
    • 5. Sensitivity Analysis
    • 5.1 Omitted variable bias based sensitivity analysis
    • 5.2 Wilcoxonโ€™s signed rank test based sensitivity analysis
  • โ† Sensitivity Analysis
  • ๐Ÿ”– CEM Notebook Example - Simulated Linear Dataset โ†’
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