https://github.com/vikjam/mostly-harmless-replication

Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
https://github.com/vikjam/mostly-harmless-replication

econometrics economics julia python r replication stata

Last synced: 6 days ago
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Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.

• Host: GitHub
• URL: https://github.com/vikjam/mostly-harmless-replication
• Owner: vikjam
• Created: 2014-03-20T20:04:59.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2022-10-02T04:10:57.000Z (about 2 years ago)
• Last Synced: 2024-10-13T19:21:21.223Z (23 days ago)
• Topics: econometrics, economics, julia, python, r, replication, stata
• Language: Stata
• Homepage:
• Size: 4.08 MB
• Stars: 590
• Watchers: 54
• Forks: 315
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# Mostly Harmless Replication



## Synopsis

A bold attempt to replicate the tables and figures from the book [_Mostly Harmless Econometrics_](http://www.mostlyharmlesseconometrics.com/) in the following languages:

* Stata

* R

* Python

* Julia

Why undertake this madness? My primary motivation was to see if I could replace Stata with either R, Python, or Julia in my workflow, so I tried to replicate _Mostly Harmless Econometrics_ in each of these languages.

## Chapters

1. Questions about _Questions_

2. The Experimental Ideal

3. [Making Regression Make Sense](03%20Making%20Regression%20Make%20Sense/03%20Making%20Regression%20Make%20Sense.md)

4. [Instrumental Variables in Action](04%20Instrumental%20Variables%20in%20Action/04%20Instrumental%20Variables%20in%20Action.md)

5. [Parallel Worlds](05%20Fixed%20Effects%2C%20DD%20and%20Panel%20Data/05%20Fixed%20Effects%2C%20DD%20and%20Panel%20Data.md)

6. [Getting a Little Jumpy](06%20Getting%20a%20Little%20Jumpy/06%20Getting%20a%20Little%20Jumpy.md)

7. [Quantile Regression](07%20Quantile%20Regression/07%20Quantile%20Regression.md)

8. [Nonstandard Standard Error Issues](08%20Nonstandard%20Standard%20Error%20Issues/08%20Nonstanard%20Standard%20Error%20Issues.md)

## Getting started

Check out [Getting Started](https://github.com/vikjam/mostly-harmless-replication/wiki/Getting-started) in the Wiki for tips on setting up your machine with each of these languages.

## Contributions

Feel free to submit [pull requests](https://github.com/blog/1943-how-to-write-the-perfect-pull-request)!