https://github.com/nignatiadis/noise-induced-randomization-paper

Reproduction code for paper "Noise-induces randomization in regression discontinuity designs"
https://github.com/nignatiadis/noise-induced-randomization-paper

Last synced: 26 days ago
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Reproduction code for paper "Noise-induces randomization in regression discontinuity designs"

• Host: GitHub
• URL: https://github.com/nignatiadis/noise-induced-randomization-paper
• Owner: nignatiadis
• Created: 2022-01-25T01:03:32.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2024-08-12T13:59:56.000Z (5 months ago)
• Last Synced: 2024-08-12T16:06:40.426Z (5 months ago)
• Language: R
• Homepage: https://arxiv.org/abs/2004.09458
• Size: 2.24 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# noise-induced-randomization-paper

A repository for reproducing the numerical results in the following preprint:

  >Eckles, Dean, Nikolaos Ignatiadis, Stefan Wager, and Han Wu. "Noise-induced randomization in regression discontinuity designs." arXiv preprint arXiv:2004.09458 (2022).

See [RegressionDiscontinuity.jl](https://github.com/nignatiadis/RegressionDiscontinuity.jl) for the Julia package implementing the proposed method.

# Software used

* [R](https://www.r-project.org/) 

* The [Mosek](https://www.mosek.com/) convex programming solverwas used. Mosek requires a license (there is an option for a free academic license).

* [Julia](https://julialang.org/) 

# Repository structure

There are three folders in this repository.

* `simulations`: Replication of simulation study

* `application_ART`: Replication of application: Retention of HIV patients

* `application_ECLS`: Replication of application: Test scores in early childhood

Instructions for reproducing each of the three above analyses are found in the per-sub-folder `README.md`.