Causal China Shock

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The current version of this paper will be available here: Potter2016.pdf.

This repository serves as a research compendium for replication and extension efforts for "The China Shock", a paper by Autor, Dorn, and Hanson (2016) that has caused quite a stir among economists. The goal is to develop the same dataset and thereby replicate some of the results in their paper, and also consider the implications of a causal bayesian approach using the package CausalImpact.

This repository also serves as an example of a "reproducible research package" of the type advocated by rOpenScience's rrrpkg. It is built as an installable R package, and if installed will make available the common functions used in the analysis, as well as at least a subset of the available data. The actual data processing and analysis happens in the analysis folder.

To use this package, you can either install the R package only, which will not provide the analysis files:

devtools::install_github("potterzot/CausalChinaShock")

Alternatively, you can clone the repository and then build the package locally, will will provide both an installed package as well as the analysis scripts and data.

References

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "README-"
)


potterzot/CausalChinaShock documentation built on Aug. 24, 2017, 12:49 a.m.