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