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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: 4 months 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 (almost 2 years ago)
- Last Synced: 2024-01-18T13:11:39.745Z (6 months ago)
- Topics: econometrics, economics, julia, python, r, replication, stata
- Language: Stata
- Homepage:
- Size: 4.08 MB
- Stars: 553
- Watchers: 52
- Forks: 301
- Open Issues: 1
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Metadata Files:
- Readme: README.md
Lists
- awesome-stars - vikjam/mostly-harmless-replication - Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia. (Stata)
- awesome-stars - mostly-harmless-replication - Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia. (Stata)
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)!