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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 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 Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
  • GSB Authors: Stefan Wager | Susan Athey
  • Date: 2018-06-06
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
Miniature of The Impact of Consumer Multi-Homing on Advertising Markets and Media Competition
The Impact of Consumer Multi-Homing on Advertising Markets and Media Competition
  • GSB Authors: Susan Athey
  • Date: 2016-12-16
  • Publication Type: Articles
  • Publication: Management Science
Miniature of The Year in Review: Economics at the Antitrust Division, 2022–2023
The Year in Review: Economics at the Antitrust Division, 2022–2023
  • GSB Authors: Susan Athey
  • Date: 2024-01-24
  • Publication Type: Articles
  • Publication: Review of Industrial Organization
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 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 On Synthetic Difference-In-Differences and Related Estimation Methods in Stata
On Synthetic Difference-In-Differences and Related Estimation Methods in Stata
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2024-12-24
  • Publication Type: Articles
  • Publication: The Stata Journal
Miniature of An Efficient Dynamic Mechanism
An Efficient Dynamic Mechanism
  • GSB Authors: Susan Athey | Ilya Segal
  • Date: 2013-11-13
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of Association of A1-Blocker Receipt with 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized with Influenza or Pneumonia in Denmark
Association of A1-Blocker Receipt with 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized with Influenza or Pneumonia in Denmark
  • GSB Authors: Susan Athey
  • Date: 2021-02-10
  • Publication Type: Articles
  • Publication: JAMA Network Open
Miniature of Economists (And Economics) in Tech Companies
Economists (And Economics) in Tech Companies
  • GSB Authors: Susan Athey
  • Date: 2019-01-01
  • Publication Type: Articles
  • Publication: Journal of Economic Perspectives
Miniature of Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
  • GSB Authors: Susan Athey | Guido Imbens | Stefan Wager
  • Date: 2017-05-01
  • Publication Type: Articles
  • Publication: The American Economic Review
Miniature of Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
  • GSB Authors: Susan Athey
  • Date: 2022-12-14
  • Publication Type: Articles
  • Publication: Oxford Review of Economic Policy
Miniature of Local Linear Forests
Local Linear Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2020-11-10
  • Publication Type: Articles
  • Publication: Journal of Computational and Graphical Statistics
Miniature of Market Design to Accelerate Covid-19 Vaccine Supply
Market Design to Accelerate Covid-19 Vaccine Supply
  • GSB Authors: Susan Athey
  • Date: 2021-02-25
  • Publication Type: Articles
  • Publication: Science
Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2021-01-15
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of The Year in Review: Economics at the Antitrust Division 2023–2024
The Year in Review: Economics at the Antitrust Division 2023–2024
  • GSB Authors: Susan Athey
  • Date: 2024-11-04
  • Publication Type: Articles
  • Publication: Review of Industrial Organization
Miniature of Federated Offline Policy Learning
Federated Offline Policy Learning
  • GSB Authors: Susan Athey
  • Date: 2024-10-11
  • Publication Type: Working Papers
Miniature of Confidence Intervals for Policy Evaluation in Adaptive Experiments
Confidence Intervals for Policy Evaluation in Adaptive Experiments
  • GSB Authors: Stefan Wager | Susan Athey
  • Date: 2021-04-05
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of Ensemble Methods for Causal Effects in Panel Data Settings
Ensemble Methods for Causal Effects in Panel Data Settings
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Estimating Experienced Racial Segregation in U.s. Cities Using Large-Scale Gps Data
Estimating Experienced Racial Segregation in U.s. Cities Using Large-Scale Gps Data
  • GSB Authors: Susan Athey
  • Date: 2021-11-10
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of The Allocation of Decision Authority to Human and Artificial Intelligence
The Allocation of Decision Authority to Human and Artificial Intelligence
  • GSB Authors: Susan Athey
  • Date: 2020-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Offline Multi-Action Policy Learning: Generalization and Optimization
Offline Multi-Action Policy Learning: Generalization and Optimization
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2022-06-07
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
  • GSB Authors: Susan Athey
  • Date: 2022-02-23
  • Publication Type: Articles
  • Publication: Nature Communications
Miniature of Digital Interventions and Habit Formation in Educational Technology
Digital Interventions and Habit Formation in Educational Technology
  • GSB Authors: Susan Athey
  • Date: 2024-01-03
  • Publication Type: Working Papers
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65 Economics

11 machine learning 7 causal inference 5 econometrics 4 potential outcomes 3 COVID-19 3 antitrust 3 asymptotic normality 3 merger 3 panel analysis 3 propensity score 3 regression analysis 3 treatment effectiveness 2 COVID-19 vaccines 2 advertising 2 algorithms 2 central limit theorem 2 consumers 2 driving quality 2 empirical research 2 heterogeneous treatment effect 2 inference 2 labor 2 labor market 2 market definition 2 market power 2 mathematical models 2 mergers & acquisitions 2 methodology 2 minimax regret 2 nudges 2 observational studies 2 observational study 2 online platforms 2 platforms 2 pricing 2 random forest algorithms 2 reputation systems 2 ride hailing 2 telemetry data 2 uncertainty 2 unconfoundedness 1 1st-price auctions 1 Adult Respiratory Distress Syndrome 1 Bayesian analysis 1 COVID-19 pandemic 1 COVID-19 vaccine 1 GPU acceleration 1 Gaussian distribution 1 Hydroxymethylglutaryl-Coa Reductase Inhibitor 1 Interleukin 6 1 Markov games with private information 1 Markov processes 1 Monte Carlo method 1 Simvastatin 1 Social and information networks 1 Twitter 1 adaptive data collection 1 adaptive experimentation 1 adaptive nearest neighbors matching 1 adoption 1 airlines 1 alpha-1-adrenergic receptor antagonist 1 and cluster computing 1 antitrust law 1 applications 1 artificial intelligence in industry 1 ask strings 1 asymptotic theory 1 auction models 1 average treatment effects 1 belief 1 blood pressure 1 bribery 1 budget balance 1 cardiovascular events 1 care 1 causal forest 1 causality 1 charitable giving 1 chickens 1 choice modelling 1 cluster 1 cluster sampling 1 collusion 1 competition 1 competition in advertising agencies 1 competition in the mass media industry 1 computation and language 1 computer simulation 1 confidence intervals 1 consumer demand 1 consumer preferences 1 contextual bandits 1 coronavirus disease 1 cost effectiveness 1 counterfactuals (logic) 1 data analysis 1 data modeling 1 data-driven decision making 1 dconomic competition 1 decision making 1 decision making in business 1 decision trees 1 defaults 1 descriptive and causal estimands 1 descriptive statistics 1 design 1 difference in differences 1 difference-in-differences 1 digital economics 1 discrimination 1 dismissal 1 disposition (philosophy) 1 distributed 1 donation behavior 1 double robustness 1 drug repurposing 1 drugs 1 dynamic incentive compatibility 1 dynamic mechanism design 1 dynamic models 1 dynamic programming 1 dynamics 1 economic research 1 economists 1 education research 1 empirical welfare maximization 1 entry 1 ergodic theory 1 error analysis in mathematics 1 estimation 1 estimation theory 1 federated learning 1 field experiments 1 finite population 1 fix-point estimation 1 fixed effects 1 fixed effects model 1 folk theorems with private 1 frequentist inference 1 general economics 1 generalization 1 generative adversarial networks 1 government policy 1 government spending policy 1 grocery 1 gross domestic product 1 health 1 heterogeneity 1 heterogeneous treatment 1 heterogeneous treatment effects 1 high-benefit approach 1 high-dimensional model representation 1 human Influenza 1 human-artificial intelligence interaction 1 human-machine relationship 1 hypothesis 1 identification 1 immunization programs 1 immunostimulation 1 industrial applications 1 infectious disease 1 inference (logic) 1 instantaneous and cumulative effects 1 instrumental variable 1 interactive fixed effects 1 interventions 1 investments 1 isolation 1 judicial review 1 large scale dataset 1 location 1 low-rank matrix estimation 1 manufacturing 1 market shares 1 market volatility 1 marketplaces 1 master of business administration degree 1 matching 1 mathematical economics 1 mathematical regularization 1 matrices 1 matrix norms 1 media 1 medical care 1 merger guidelines 1 meta-analysis 1 minimax optimality 1 misinformation 1 mixed integer program 1 mobility 1 models 1 monopsony 1 mortality 1 multi-homing 1 multi-sided platform businesses 1 multiarmed bandits 1 multiple data sets 1 multiproduct firms 1 news 1 newspapers 1 nonadaptive and adaptive experiments 1 nonparametric estimation 1 nonparametric models 1 nuclear matrix 1 numerical analysis 1 observational learning 1 off-label drug use 1 off-line policy learning 1 open Science 1 open source software 1 optimization 1 order-statistics 1 p-value 1 panel data 1 parallel 1 perfect Bayesian equilibrium 1 personalized decision making 1 personalized policies 1 pharmaceutical industry 1 pharmacoepidemiology 1 policy evaluation 1 policy learning 1 preferences 1 price sensitivity 1 primary-care 1 procurement 1 product attributes 1 propensity scores 1 public health advertising 1 public spending 1 purchase history data 1 pyTorch 1 python 1 quantile treatment effects 1 quasilinearization 1 racial segregation 1 randomization 1 randomization distribution 1 randomized experiment 1 regret 1 reproducibility 1 research personnel 1 retrospective analyses 1 rheumatology 1 robust control 1 robust statistics 1 sdid 1 semi-parametric efficiency bound 1 semiparametric efficiency 1 simulation methods & models 1 single-homing 1 smoothing and nonparametric regression 1 social attitudes 1 social media 1 sparse estimation 1 st0757 1 staggered adoption design 1 statistical models 1 stories 1 switching 1 synthetic control 1 synthetic controls 1 synthetic difference in differences 1 technical specifications 1 technology 1 tracking 1 treatment effect estimation and inference 1 two-sided markets 1 vaccine effectiveness 1 vaccine manufacturing 1 vaccine safety 1 vaccines 1 validation 1 variational inference 1 visualization 1 voter turnout