Advanced topics of causal inference
Student No.:40
Time:Tue 18:05-21:05, Dec.4-25
Instructor:丁鹏 Ding Peng  
Place:Lecture Hall, Jin Chun Yuan West Bldg.
Starting Date:2018-12-4
Ending Date:2018-12-25

I will cover four topics.
1. Causal inference with clusters;
2. Causal inference with time;
3. Causal inference with panel data;
4. Causal inference for quantiles.

Linear algebra;
Probability and statistical inference;
Basics of linear and generalized linear models;
Basic asymptotic statistics.

Angrist, J, D. and Pischke, J.-S. (2009) Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press.