Coding

This list is a collection of coding resources online. They are not sorted by any particular order. There are many overlapping/outdated/updated materials so please use/disregard them wisely.

General Coding Practice

• Code and Data for the Social Sciences: A Practitioner’s Guide
• Guide to Efficient Computational Work in Economics
• Coding for Economists A Language-Agnostic Guide to Programming for Economists by Ljubica “LJ” Ristovska
• Effective programming practices for economists
• Unofficial guidance on various topics by the AEA Data Editor
• Template for a empirical research replication archive
• A project template by Jonathan Dingel
• A template README for social science replication packages
• Effective workflows for managing, analyzing, and visualizing data by Brendan M. Price and resources
• Writing Code in Economics by by Arthur Turrell
• Coding for Economists (online book under construction)
• Applied Tips for Applied Micro RAs by Livia Alfonsi
• Coding Style Guide by Michael Stepner
• DIME Analytics Coding Guide and DIME Standards and Development Research in Practice The DIME Analytics Data Handbook
• Stata Guide, R Guide and Python Guide by Sean Higgins
• Getting Started in Data Analysis: Stata, R, SPSS, Excel by Princeton Library
• Reproducible Research: Best Practices for Data and Code Management