Data Analysis

• VoxDev as an educational resource By Oliver Hanney, VoxDev blog, December 18, 2023
  
•  Purely Evidence-Based Policy Doesn’t Exist By Lars Peter Hansen, Chicago Booth Review, February 11, 2019
  
• Awesome Causal Inference By Matteo Courthoud, Github
  
• DiD Resources By Jonathan Roth
  
• CRAN Task View: Empirical Finance By Dirk Eddelbuettel, R-project.org
  
• CRAN Task View: Econometrics By Achim Zeileis, Grant McDermott, Kevin Tappe, R-project.org
• CRAN Task View: Optimization and Mathematical Programming By Florian Schwendinger and Hans W. Borchers, R-project.org
• Tidysynth R package vignette for synthetic control method of data analysis
• Code
  
•  An Introduction to AI and Economics By Bryce Quillin, BBVA OpenMind, December 1, 2021
  
• Coding for Economists by Arthur Turrell, 2021
  
• Chartbook #45: Of Scarface & the Nobel - The Double Life of Mariel By Adam Tooze, Chartbook (Substack blog), October 12, 2021
  
• A Nobel Prize for the Credibility Revolution by  Alex Tabarrok, Marginal Revolution (blog), October 11, 2021
• David Card on the return to schooling By Tyler Cowen, Marginal Revolution (blog), October 11, 2021
• Nobel economics prize winners showed economists how to turn the real world into their laboratory By Jamie Locke-Jones, University of St Andrews, 12 October 2021
  
• gEcon : Calibration of RBC or DSGE model with IRFs in R by K & L Fintech Modeling (blog), August 3, 2021
  
•  DiD Reading Group By Taylor Wright (blog)
• Economist Becomes Pandemic Sensation by Helping Stressed Parents By Esme E. Duprez, Bloomberg Businessweek, October 8, 2020 
• An Introduction to Structural Vector Autoregression (SVAR) By Franz X. Mohr, r-econometrics, August 13, 2020
  
• What Coronavirus Researchers Can Learn From Economists By Anupam B. Jena and Christopher M. Worsham, The New York Times, June 30, 2020
• Purely Evidence-Based Policy Doesn’t Exist By Lars Peter Hansen, Chicago Booth Review, February 11, 2019
  
• Books
• Statistical Tools for Causal Inference By Sylvain Chabé-Ferret
• A Primer in Econometric Theory By John Stachurski
  
• Python for Data Science By Arthur Turrell
• Coding for Economists By Arthur Turrell
•  Research Design in the Social Sciences: Declaration, Diagnosis, and Redesign By Graeme Blair, Alexander Coppock, and Macartan Humphreys
• Big Book of R: Ch. 14 Economics By Oscar Baruffa
•  Using R, Python and Julia for Introductory Econometrics By Florian Heiss and Daniel Brunner
  
• Introduction to Econometrics with R by Christoph Hanck, Martin Arnold, Alexander Gerber, and Martin Schmelzer
• R companion to the textbook Introduction to Econometrics by Stock and Watson (2015) 
  
• Principles of Econometrics with R by Constantin Colonescu
  
• Tidy Finance with R By Christoph Scheuch, Stefan Voigt, Patrick Weiss
• Reproducible Finance By Jonathan Regenstein
• Causal Inference: What If by Miguel Hernan and Jamie Robins 
• Econometrics By Bruce E. Hansen, February 18, 2021 
• Data Analysis for Business, Economics, and Policy Website for textbook  
• Practical Data Analysis for Political Scientists by Brenton Kenkel
  
• Data Sources
• JOLTS report Wikipedia
• Job Openings and Labor Turnover Survey Search Job Openings and Labor Turnover Survey Bureau of Labor Statistics
  
• Current Population Survey  Wikipedia
• Current Population Survey U.S. Census Bureau
  
• Consumer Expenditure Survey Wikipedia 
• Consumer Expenditure Surveys Search Consumer Expenditure Surveys Bureau of Labor Statistics
  
• SPORC: the Structured Podcast Open Research Corpus (V 1.0) See https://x.com/dallascard/status/1867647575253561418 for info
• Handbook of Statistics on Indian Economy Reserve Bank of India
•  Handbook of Statistics on Indian States Reserve Bank of India
  
• The UK Longitudinal Business Database – What it is, what it can do, and why we need it By Jakob Schneebacher, ESCoE blog, 8 Sept. 2023
  
• Everybody Loves FRED: How America Fell for a Data Tool By Jeanna Smialek, The New York Times, December 6, 2024
  
• FRED-MD and FRED-QD: Monthly and Quarterly Databases for Macroeconomic Research By Michael McCracken and Serena Ng
  
•  Center for Economic Studies Data United States Census Bureau
• University of Michigan Health and Retirement Study (HRS)
  
• Center for Medicare and Medicaid 
• Fed Small Business 
• The Jordà-Schularick-Taylor Macrohistory Database
• Development Data Lab 
• World Bank Open Data 
• A Global Database of Inflation
• Global Emerging Markets Risk Database Consortium 
• World Inequality Database 
• Office of Homeland Security Statistics
• Data for India 
  
• Courses
• Advanced Applied Econometrics By Michal Kolesar
  
• Mixtape Sessions 
• Econ1630 By Jonathan D. Roth
  
• Metrics Notes By Peter Hull
  
• Introduction to Econometrics with R By Florian Oswald, Vincent Viers, Jean-Marc Robin, Pierre Villedieu, Gustave Kenedi
  
• Lecture notes for "Empirical Methods in Corporate Finance" By Todd A. Gormley
  
• Computational Economics for PhDs By Florian Oswald
• Econometrics By Stanislav Avdeev, Tinbergen Institute course materials
  
• Videos
  
• Research Collaboration Do's and Don'ts (Josh Angrist, Guido Imbens, Isaiah Andrews) Marginal Revolution University, YouTube, April 26, 2022
• Pushing New Ideas (Guido Imbens, Josh Angrist, Isaiah Andrews) Marginal Revolution University, YouTube, April 28, 2022
• How Is Econometrics Changing? (Josh Angrist, Guido Imbens, Isaiah Andrews) Marginal Revolution University, YouTube, May 3, 2022
• How Will Machine Learning Impact Economics? (Josh Angrist, Guido Imbens, Isaiah Andrews) Marginal Revolution University, YouTube, May 10, 2022
• Introduction to Differences-in-Differences  by Joshua Angrist, Marginal Revolution University YouTube Channel, August 31, 2021
  
• Randomized Trials: The Ideal Weapon by Joshua Angrist, Marginal Revolution University YouTube Channel, April 7, 2020
  
• Selection Bias: Will You Make More Going to a Private University? by Joshua Angrist, Marginal Revolution University YouTube Channel, November 19, 2019
• Ceteris Paribus: Public vs. Private University by Joshua Angrist, Marginal Revolution University YouTube Channel, February 26, 2019
• Econometrics: The Path from Cause to Effect  by Joshua Angrist, Marginal Revolution University YouTube Channel, February 19, 2019
• What's With All the Kung Fu Stuff? by Joshua Angrist, Marginal Revolution University YouTube Channel, November 12, 2019
• Are Machine Learning and Big Data Changing Econometrics?  by Joshua Angrist, Marginal Revolution University YouTube Channel, March 26, 2019
• What’s the Difference Between Econometrics and Statistics? by Joshua Angrist, Marginal Revolution University YouTube Channel, March 12, 2019
• Isn't Econometrics Boring?! by Joshua Angrist, Marginal Revolution University YouTube Channel, March 5, 2019
• useR! 2020: Causal inference in R tutorial  by Lucy D'Agostino McGowan and Malcom Barrett, YouTube, August 3, 2020
  
• A Student's Guide to Bayesian Statistics by Ben Lambert, YouTube Channel, April 30, 2018
  
• A graduate course in econometrics by Ben Lambert, YouTube Channel, October 28, 2014
  
• A full course in econometrics - undergraduate level - part 2 by Ben Lambert, YouTube Channel, July 1, 2014
  
• A full course in econometrics - undergraduate level - part 1 by Ben Lambert, YouTube Channel, Aug 6, 2013
• Regression: Video Series By Justin Zeltzer
• Surveys
• Deep dive into health survey data analysis for R using DHS and NHANES Kyle Monahan, Tufts, YouTube, September 27, 2023
• The DHS Program YouTube
  
• Using weights when analyzing survey data: Descriptive Statistics vs. Regression Modeling Brady West, ICPSR, YouTube, June 27, 2023
• Complex survey data analysis course with causal inference methods Ehsan Karim, YouTube
• Survey Data: Design and Examples By Ehsan Karim
  
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