The final Project for DATA130059.01 Causual Ineference and Causal Analysis in Fudan University.

This project mainly includes:

1. Basic analysis of dataset
2. Construction of prior causal DAG and simplified causual DAG
3. Several Methods to compute causal effect: regression, Matching, Stratification and IP weighting
4. Instrumental Variables method based on empirical assumption