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Miniature of Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
  • GSB Authors: Lihua Lei
  • Date: 2025-05-28
  • Publication Type: Articles
  • Publication: The Annals of Applied Statistics
Miniature of Estimating Wage Disparities Using Foundation Models
Estimating Wage Disparities Using Foundation Models
  • GSB Authors: Susan Athey
  • Date: 2025-05-01
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial with Causal Forests
Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial with Causal Forests
  • GSB Authors: Stefan Wager
  • Date: 2025-04-03
  • Publication Type: Articles
  • Publication: International Journal of Methods in Psychiatric Research
Miniature of Federated Offline Policy Learning
Federated Offline Policy Learning
  • GSB Authors: Susan Athey
  • Date: 2024-10-11
  • Publication Type: Working Papers
Miniature of Estimating Wage Disparities Using Foundation Models
Estimating Wage Disparities Using Foundation Models
  • GSB Authors: Susan Athey
  • Date: 2024-09-01
  • Publication Type: Working Papers
Miniature of Recommending for a Multi-Sided Marketplace: A Multi-Objective Hierarchical Approach
Recommending for a Multi-Sided Marketplace: A Multi-Objective Hierarchical Approach
  • GSB Authors: Yuyan Wang
  • Date: 2024-08-14
  • Publication Type: Articles
  • Publication: Marketing Science
Miniature of Labor-Llm: Language-Based Occupational Representations with Large Language Models
Labor-Llm: Language-Based Occupational Representations with Large Language Models
  • GSB Authors: Susan Athey
  • Date: 2024-06-01
  • Publication Type: Working Papers
Miniature of Data-Driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt
Data-Driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt
  • GSB Authors: Susan Athey
  • Date: 2024-05-01
  • Publication Type: Working Papers
Miniature of The Heterogeneous Impact of Changes in Default Gift Amounts on Fundraising
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
Miniature of Evaluating Language Model Agency Through Negotiations
Evaluating Language Model Agency Through Negotiations
  • GSB Authors: Michal Kosinski
  • Date: 2024-03-01
  • Publication Type: Working Papers
Miniature of Adaptive Novelty Detection with False Discovery Rate Guarantee
Adaptive Novelty Detection with False Discovery Rate Guarantee
  • GSB Authors: Lihua Lei
  • Date: 2024-02-01
  • Publication Type: Articles
  • Publication: Annals of Statistics
Miniature of Evaluating Treatment Prioritization Rules Via Rank-Weighted Average Treatment Effects
Evaluating Treatment Prioritization Rules Via Rank-Weighted Average Treatment Effects
  • GSB Authors: Stefan Wager
  • Date: 2023-11-30
  • Publication Type: Working Papers
Miniature of Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
  • GSB Authors: Susan Athey
  • Date: 2023-11-03
  • Publication Type: Working Papers
Miniature of Machine Learning Who to Nudge: Causal Vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal
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
Miniature of Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
  • GSB Authors: Stefan Wager
  • Date: 2023-02-01
  • Publication Type: Articles
  • Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Miniature of A Language-Based Method for Assessing Symbolic Boundary Maintenance Between Social Groups
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
Miniature of Counterfactual Inference for Consumer Choice Across Many Product Categories
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
Miniature of Enhancing the Value to Users of Machine Learning-Based Clinical Decision Support Tools: A Framework for Iterative, Collaborative Development and Implementation
Enhancing the Value to Users of Machine Learning-Based Clinical Decision Support Tools: A Framework for Iterative, Collaborative Development and Implementation
  • GSB Authors: Sara Singer
  • Date: 2021-09-21
  • Publication Type: Articles
  • Publication: Health Care Management Review
Miniature of Use and Misuse of Patent Data: Issues for Finance and Beyond
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
Miniature of Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
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
Miniature of Patientflownet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments
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
Miniature of A Cost-Effectiveness Analysis of the Number of Samples to Collect and Test from a Sexual Assault
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
Miniature of Augmenting Pre-Analysis Plans with Machine Learning
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
Miniature of Augmenting Pre-Analysis Plans with Machine Learning
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
Miniature of Big Data and Discrimination
Big Data and Discrimination
  • GSB Authors: Jann Spiess
  • Date: 2019-03-01
  • Publication Type: Articles
  • Publication: The University of Chicago Law Review
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Keywords: machine learning   Remove all  

6 econometrics 4 prediction 3 artificial intelligence 3 causal inference 3 classification 3 methodology 3 regression 2 R 2 Stata 2 computation and language 2 descriptive statistics 2 empirical research 2 machine theory 2 mathematical analysis 2 music 2 natural language processing 2 numerical analysis 2 online behavior 2 open data 2 open materials 2 personality 2 randomized controlled trials 2 social media 1 EdgeRank 1 Facebook 1 G30 1 Monte Carlo method 1 News Feed algorithm 1 O34 1 adaptive multiple testing 1 advertising content 1 algorithms 1 and cluster computing 1 anti-discrimination law 1 ask strings 1 bibliographical citations 1 big data 1 big five personality 1 business enterprises 1 censored data 1 charitable giving 1 computer vision 1 conformal p-values 1 conformal prediction 1 consistency 1 constrained optimization 1 consumer behavior 1 consumer demand 1 consumer engagement 1 consumer preferences 1 content engineering 1 counterfactuals (logic) 1 crime solving 1 culture 1 decision making 1 deep learning 1 defaults 1 distributed 1 donation behavior 1 dynamical systems 1 error analysis in mathematics 1 estimating individualized treatment 1 false discovery rate 1 feature analysis 1 field experiments 1 financial economics 1 fix-point estimation 1 food-delivery platform 1 forensic science 1 foundation models 1 gender wage gap 1 generative adversarial networks 1 grocery 1 health information management 1 heterogeneous treatment effects 1 history of labor 1 implementation 1 inference 1 information theory 1 innovation 1 internet marketing 1 inventors 1 knockoff 1 labor economics 1 language models 1 management 1 marketing communication 1 mathematical models 1 medical care 1 microarray data 1 models 1 multi-objective optimization 1 multi-sided marketplace 1 multiple testing 1 multivariate regression 1 neural network 1 neural networks 1 novelty detection 1 optimization 1 organizations 1 parallel 1 patent databases 1 personality studies 1 personalized policies 1 price sensitivity 1 product attributes 1 public healthcare 1 purchase history data 1 qualitative study 1 random forest 1 randomized clinical-trials 1 recommender systems 1 regression analysis 1 research personnel 1 robust control 1 selection 1 sexual assaults 1 social media research 1 social network 1 social sciences 1 statistical models 1 structural-change 1 supervised learning 1 survival analysis 1 symbolic boundaries 1 tests 1 treatment heterogeneity 1 treatment rules 1 tree 1 uncertainty 1 uncertainty (information theory) 1 user generated content 1 variational inference