murattasdemir / Causal-Inference-in-Econ

Causal Inference in Economics

Applied Econometrics with causal Inference

• Weekly Online Causal Inference Seminar: https://sites.google.com/view/ocis/past-talks-and-recordings (past)
• Biweekly The Gary Chamberlain Online Seminar in Econometrics: https://www.chamberlainseminar.org/past-seminars (past)
• NBER summer Institute 2007 Method section : https://www.nber.org/minicourse3.html (past, IV LATE, control function, Partial Identification, Week Instrument, and GMM and Empirical Likelihood) by Prof. Imbens and J.Wooldridge

(1) MHS with R and Python (Graduate)

• Reference : https://github.com/MatthieuStigler/RCompAngrist/tree/master/RCompAngrist
• Reference : https://github.com/vikjam/mostly-harmless-replication
• Angrist : https://economics.mit.edu/faculty/angrist/data1/data
• Angrist MHS : https://economics.mit.edu/faculty/angrist/data1/mhe
• RDD Iben Video : https://vimeo.com/27773830
• Regression Kink : https://sites.google.com/site/peizhuan/programs
• Hansen Econometric book : https://www.ssc.wisc.edu/~bhansen/econometrics/ (Dataset) https://www.ssc.wisc.edu/~bhansen/econometrics/Econometrics.pdf (Only Academic use)

(2) Stata for Applied Microeconomics (Graduate)

• Ref: https://www.soderbom.net/metrix2.htm
• Ref: http://www3.grips.ac.jp/~yamanota/yamanoCourses.htm

(3) R for Intro Microeconomics based on Wooldridge Book (Undergraduate)

• Ref: http://www.urfie.net/downloads.html

(4) RDD

• Ref: https://rpubs.com/cuborican/RDD (R example)

• Ref: https://cran.r-project.org/web/packages/rdd/rdd.pdf (rdd, 11page in R)

• Ref: https://cran.r-project.org/web/packages/rddapp/rddapp.pdf (rdd, 40 page in R)

• Ref: https://www.stata.com/meeting/columbus15/abstracts/materials/columbus15_cattaneo.pdf (stata)

• Ref: https://arxiv.org/pdf/1911.09511.pdf

(5) Mastering Matrix Resource for Stata and R (Undergraduate)

• Ref: https://jrnold.github.io/masteringmetrics/index.html (Stata)
• Ref: https://www.masteringmetrics.com/resources/ (R)

(6) Mixed Tape for Causal Inference

• Ref: https://www.scunning.com/mixtape.html

(7) Synth Control

• (Stata) ssc install synth, replace all

• (R) install.packages("Synth")

• (Video) https://web.stanford.edu/~jhain/Video/SynthDemo.mp4

• Ref: https://web.stanford.edu/~jhain/synthpage.html

• Biweekly The Gary Chamberlain Online Seminar in Econometrics: https://www.chamberlainseminar.org/past-seminars (past)

• Updated(April 25, 2020)