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Estimating Wage Disparities Using Foundation Models
- GSB Authors: Susan Athey
- Date: 2024-09-01
- Publication Type: Working Papers
Machine Learning Who to Nudge: Causal Vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal
- GSB Authors: Jann Spiess | Susan Athey
- Date: 2023-10-12
- Publication Type: Working Papers
Adaptive Novelty Detection with False Discovery Rate Guarantee
- GSB Authors: Lihua Lei
- Date: 2024-02-01
- Publication Type: Articles
- Publication: Annals of Statistics
Use and Misuse of Patent Data: Issues for Finance and Beyond
- GSB Authors: Amit Seru
- Date: 2021-07-20
- Publication Type: Articles
- Publication: The Review of Financial Studies
Data-Driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt
- GSB Authors: Susan Athey
- Date: 2024-05-01
- Publication Type: Working Papers
Evaluating Treatment Prioritization Rules Via Rank-Weighted Average Treatment Effects
- GSB Authors: Stefan Wager
- Date: 2023-11-30
- Publication Type: Working Papers
Labor-Llm: Language-Based Occupational Representations with Large Language Models
- GSB Authors: Susan Athey
- Date: 2024-06-01
- Publication Type: Working Papers
Computational Personality Recognition in Social Media
- GSB Authors: Michal Kosinski
- Date: 2016-02-05
- Publication Type: Articles
- Publication: User Modeling and User-Adapted Interaction
Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
- GSB Authors: Stefan Wager
- Date: 2023-02-27
- Publication Type: Articles
- Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Investment Timing with Incomplete Information and Multiple Means of Learning
- GSB Authors: J Harrison
- Date: 2015-02-19
- Publication Type: Articles
- Publication: Operations Research
Federated Offline Policy Learning
- GSB Authors: Susan Athey
- Date: 2024-10-11
- Publication Type: Working Papers
Kernel-Based Regularized Least Squares in R (Krls) and Stata (Krls)
- GSB Authors: Jens Hainmueller
- Date: 2017-07-13
- Publication Type: Articles
- Publication: Journal of Statistical Software
Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2021-03-21
- Publication Type: Articles
- Publication: Journal of Econometrics
Patientflownet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments
- GSB Authors: Mohsen Bayati
- Date: 2021-03-17
- Publication Type: Articles
- Publication: IEEE Access
Evaluating Language Model Agency Through Negotiations
- GSB Authors: Michal Kosinski
- Date: 2024-03-01
- Publication Type: Working Papers
The Heterogeneous Impact of Changes in Default Gift Amounts on Fundraising
- GSB Authors: Susan Athey | Kristine Koutout
- Date: 2024-04-08
- Publication Type: Working Papers
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
- GSB Authors: Susan Athey
- Date: 2023-11-03
- Publication Type: Working Papers
A Method for Measuring Investigative Journalism in Local Newspapers
- GSB Authors: Gregory Martin | Shoshana Vasserman
- Date: 2021-07-19
- Publication Type: Articles
- Publication: Proceedings of the National Academy of Sciences
A Language-Based Method for Assessing Symbolic Boundary Maintenance Between Social Groups
- GSB Authors: Amir Goldberg
- Date: 2022-05-13
- Publication Type: Articles
- Publication: Sociological Methods & Research
Counterfactual Inference for Consumer Choice Across Many Product Categories
- GSB Authors: Susan Athey
- Date: 2021-11-17
- Publication Type: Articles
- Publication: Quantitative Marketing and Economics
Musical Preferences Predict Personality: Evidence from Active Listening and Facebook Likes
- GSB Authors: Michal Kosinski
- Date: 2018-03-27
- Publication Type: Articles
- Publication: Psychological Science
A Cost-Effectiveness Analysis of the Number of Samples to Collect and Test from a Sexual Assault
- GSB Authors: Lawrence Wein
- Date: 2020-06-01
- Publication Type: Articles
- Publication: Proceedings of the National Academy of Sciences
Augmenting Pre-Analysis Plans with Machine Learning
- GSB Authors: Jann Spiess
- Date: 2019-05-01
- Publication Type: Articles
- Publication: American Economic Association Papers and Proceedings
A Measure of Robustness to Misspecification
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2015-05-01
- Publication Type: Articles
- Publication: The American Economic Review
Big Data and Discrimination
- GSB Authors: Jann Spiess
- Date: 2019-03-01
- Publication Type: Articles
- Publication: The University of Chicago Law Review