vangj / HAP-823-004

Comparative Effectiveness Course

Comparative Effectiveness Course

This repository contains code for HAP-823-004 Comparative Effectiveness.

Solution Notebooks

• 01-ordinary-regression.ipynb: Solution for Ordinary Regression.
• 02-logistic-regression.ipynb: Solution for Logistic Regression.
• 03-propensity-scoring.ipynb: Solution for Propensity Scoring.
• 04-multilevel-modeling.ipynb: Solution for Multilevel Modeling.
• 05-stratified-covariate-balancing.ipynb: Solution for Stratified Covariate Balancing.
• 06-dependence-network.ipynb: Solution for Dependence Networks.
• 07-lasso.ipynb:
• 08-causal-network-independence.ipynb: Solution for Dependence Networks.
• 09-causal-network-regression.ipynb: Solution for Causal Networks with LASSO Regression.
• 10-nlp.ipynb: Solution for Text Analysis.