Machine Learning Methods Economists Should Know About

24 March 2019

Papers citing "Machine Learning Methods Economists Should Know About"

19 / 19 papers shown

Title
Moments of Causal Effects Yuta Kawakami Jin Tian CML 41 0 0 08 May 2025
Can LLMs Learn Macroeconomic Narratives from Social Media? Almog Gueta Amir Feder Zorik Gekhman Ariel Goldstein Roi Reichart 21 4 0 17 Jun 2024
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference Jose M. Alvarez Salvatore Ruggieri 14 13 0 23 Feb 2023
The Best Path Algorithm automatic variables selection via High Dimensional Graphical Models Luigi Riso M. G. Zoia C. R. Nava 20 0 0 14 Nov 2022
Fast Inference for Quantile Regression with Tens of Millions of Observations S. Lee Yuan Liao M. Seo Youngki Shin 24 6 0 29 Sep 2022
pystacked: Stacking generalization and machine learning in Stata Achim Ahrens Christian B. Hansen Mark E. Schaffer 18 7 0 23 Aug 2022
Leakage and the Reproducibility Crisis in ML-based Science Sayash Kapoor Arvind Narayanan 25 177 0 14 Jul 2022
Validating Causal Inference Methods Harsh Parikh Carlos Varjao Louise Xu E. T. Tchetgen CML 11 20 0 09 Feb 2022
Cryptocurrency Valuation: An Explainable AI Approach Yulin Liu Luyao Zhang AI4TS AIFin 32 31 0 30 Jan 2022
Distribution Shift in Airline Customer Behavior during COVID-19 Abhinav Garg Naman Shukla Lavanya Marla S. Somanchi OOD 13 7 0 29 Nov 2021
Disaggregated Interventions to Reduce Inequality Lucius E.J. Bynum Joshua R. Loftus Julia Stoyanovich 26 13 0 01 Jul 2021
Improving epidemic testing and containment strategies using machine learning Laura Natali Saga Helgadottir O. Maragò Giovanni Volpe 16 6 0 23 Nov 2020
Supervised learning for the prediction of firm dynamics Falco J. Bargagli-Stoffi J. Niederreiter M. Riccaboni 11 17 0 11 Sep 2020
Investor Emotions and Earnings Announcements Domonkos F. Vamossy AIFin 13 24 0 24 Jun 2020
Reinforcement Learning in Economics and Finance Arthur Charpentier Romuald Elie Carl Remlinger OffRL 11 148 0 22 Mar 2020
Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium Bart Cockx Michael Lechner Joost Boolens CML 18 108 0 30 Dec 2019
An introduction to flexible methods for policy evaluation M. Huber CML 19 7 0 01 Oct 2019
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis Nikolay Doudchenko Guido Imbens 28 410 0 25 Oct 2016
Bayesian Neural Word Embedding Oren Barkan BDL 123 87 0 21 Mar 2016