index.Rmd

---
title: "Reproducibility from Day 1"
author: 
  - "Lars Vilhuber"
  - "Marie Connolly"
  - "Miklós Koren"
date: January 2025

---

## Follow along

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![](images/qr-day1-lars.png){width="350" height="350"}


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[lars.vilhuber.com/p/assa2025/](https://lars.vilhuber.com/p/assa2025/)


# Reproducibility from Day 1

Journals require that you **share your code and data** in a replication package at the end of your research project. 

Following some best practices from day 1 can not only **help you prepare** this package later, but also make you **more productive** researchers. 

## What is a replication package?

- [AEA Data and Code Availability policy](https://www.aeaweb.org/journals/data/data-code-policy)
- [Data and Code Availability Standard](https://datacodestandard.org/) ![](https://datacodestandard.org/assets/img/DCAS-1.0.png) 
- [AEA Data and Code Repository](https://www.openicpsr.org/openicpsr/search/aea/studies)

## Example of deposit

![](images/aea-repo-example.png)

## AEA policy

![](images/aea-dcap-top.png)

# Goal

- [ ] Illustrate principles of reproducible research from the start
- [ ] Stay reasonably close to an ideal reproducibility Standard
- [ ] Use tools that are widely available and easy to use

## Scenario

We start with an empty folder, and an idea.

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![](images/fig1.png)

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**Does procurement in the EU have a bias towards local providers?**

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We finish with a mini-project about public procurement across various European countries. 

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```{r, child=c(here::here('03-structure.md'))}
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```{r, child=c(here::here('04-re-structure.md'))} 
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```{r, child=c(here::here('05-robust-code.md'))} 
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```{r, child=c(here::here('06-secrets-in-code.md'))} 
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# Part 2

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![](images/day-t-online.png){width="350" height="350"}

[Continue to Part 2](https://larsvilhuber.github.io/self-checking-reproducibility/presentation/) ([local](file:///C:/Users/lv39/Documents/GitHub/self-checking-reproducibility/presentation/index.html))

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## 


Step 5: [Stata](https://drive.google.com/file/d/1-wACVz8iMmDWbuYqLSePc2ZuGp-0yFbv/view?usp=drive_link)
[R](https://drive.google.com/file/d/10Zgjtfd0M4WRJToKt9M08jIoLEKCdaiC/view?usp=drive_link)

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