Module 2

Causal Inference with STATA

Topics

Materials and Codes

1st Session

(7/23, 14:00~15:30)

Replication Project (1) Randomized Experiment

Slide download (pdf / ppt)
Material download (zip)
Bloom, N., Liang, J., Roberts, J. and Ying, Z.J., 2015. Does Working from Home Work? Evidence from a Chinese Experiment. Quarterly Journal of Economics, 130(1), pp.165-218. (The dataset is modified by the instructor for the goal of STATA hands-on. Original data is obtained from the authors; See LINK for details.)

2nd Session

(7/26, 14:00~15:30)

Replication Project (2) Quasi-Experiment (Difference-in-Differences)

Slide download (pdf / ppt)
Material download (zip)
Greenwood, B.N. and Wattal, S., 2017. Show Me the Way to Go Home: An Empirical Investigation of Ride-Sharing and Alcohol Related Motor Vehicle Fatalities. MIS Quarterly, 41(1), pp.163-187. (The dataset is collected by the instructor for the goal of STATA hands-on; Note that any results using this data are not necessarily responsible to the authors of this paper.)

3rd Session

(7/30, 14:00~15:30)

Replication Project (3) Instrument Variable Approach

Slide download (pdf / ppt)
Material download (zip)
Acemoglu, D. and Johnson, S., 2005. Unbundling Institutions. Journal of Political Economy, 113(5), pp.949-995. (The dataset is obtained from the authors; See LINK for details.)
Park, J., Han, K. and Lee, B., 2018. An Empirical Analysis of Cloud Computing and Energy Efficiency: A Stochastic Frontier Approach. KAIST Working Paper. (download)

4th Session

(8/2, 14:00~15:30)

Advanced STATA Programming

Slide download (pdf / ppt)
Material download (zip)
Evans, W.N., Sullivan, J.X. and Wallskog, M., 2016. The Impact of Homelessness Prevention Programs on Homelessness. Science, 353(6300), pp.694-699. (The dataset is obtained from the authors, See LINK for details.)

(If you need more examples of STATA programming, please refer the following workshop materials)

Basic STATA Programming (Hendrik van Broekhuizen, Stellenbosch University) (Slide) (Materials)

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