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Miniature of Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
  • GSB Authors: Guido Imbens
  • Date: 2021-07-29
  • Publication Type: Working Papers
Miniature of Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
  • GSB Authors: Susan Athey
  • Date: 2021-06-03
  • Publication Type: Working Papers
Miniature of Policy Learning with Adaptively Collected Data
Policy Learning with Adaptively Collected Data
  • GSB Authors: Susan Athey
  • Date: 2021-05-05
  • Publication Type: Working Papers
Miniature of Tractable Contextual Bandits Beyond Realizability
Tractable Contextual Bandits Beyond Realizability
  • GSB Authors: Susan Athey
  • Date: 2020-10-25
  • Publication Type: Working Papers
Miniature of Experimental Design in Two-Sided Platforms: An Analysis of Bias
Experimental Design in Two-Sided Platforms: An Analysis of Bias
  • GSB Authors: Gabriel Weintraub
  • Date: 2020-02-13
  • Publication Type: Working Papers
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: 2019-12-01
  • 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: 2019-11-07
  • Publication Type: Working Papers
Miniature of The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2019-11-01
  • Publication Type: Working Papers
Miniature of Sufficient Representations for Categorical Variables
Sufficient Representations for Categorical Variables
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2019-08-26
  • Publication Type: Working Papers
Miniature of Parallel Experimentation in a Competitive Advertising Marketplace
Parallel Experimentation in a Competitive Advertising Marketplace
  • GSB Authors: Navdeep Sahni | Harikesh Nair
  • Date: 2019-03-26
  • Publication Type: Working Papers
Miniature of Matrix Completion Methods for Causal Panel Data Models
Matrix Completion Methods for Causal Panel Data Models
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2018-10-01
  • Publication Type: Working Papers
Miniature of Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2018-08-01
  • Publication Type: Working Papers
Miniature of When Should You Adjust Standard Errors for Clustering?
When Should You Adjust Standard Errors for Clustering?
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-10-09
  • Publication Type: Working Papers
Miniature of Efficient Policy Learning
Efficient Policy Learning
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers
Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers
Miniature of Solving Heterogeneous Estimating Equations with Gradient Forests
Solving Heterogeneous Estimating Equations with Gradient Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2016-10-05
  • Publication Type: Working Papers
Miniature of Generalized Random Forests
Generalized Random Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2016-10-05
  • Publication Type: Working Papers
Miniature of The Long-Term Consequences of Teacher Discretion in Grading of High Stakes Tests
The Long-Term Consequences of Teacher Discretion in Grading of High Stakes Tests
  • GSB Authors: Rebecca Diamond
  • Date: 2016-04-01
  • 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: Susan Athey
  • Date: 2015-10-14
  • Publication Type: Working Papers
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19 Working Papers

19 mathematics 19 statistics 17 computer science 11 advanced causal inference techniques 11 artificial intelligence 11 econometrics 11 statistics and probability 9 economics 8 physics 8 quantum mechanics 7 accounting 7 machine learning 7 mathematical optimization 6 programming language 6 variance (accounting) 5 causal inference 5 medicine 4 advanced bandit algorithms research 4 business 4 epistemology 4 microeconomics 4 philosophy 4 radiology 4 regret 4 set (abstract data type) 4 statistical methods and inference 4 statistical methods in clinical trials 4 weighting 3 data mining 3 inference 3 law 3 management science and operations research 3 observational study 3 political science 3 school choice and performance 3 term (time) 2 algorithm 2 applied mathematics 2 average treatment effect 2 biochemistry 2 biology 2 budget constraint 2 chemistry 2 consumer market behavior and pricing 2 covariate 2 curse of dimensionality 2 earnings 2 game theory and voting systems 2 gaussian 2 gene 2 instrumental variable 2 kernel regression 2 leverage (statistics) 2 marketing 2 mathematical analysis 2 mathematical economics 2 observable 2 paleontology 2 panel data 2 parametric statistics 2 perspective (graphical) 2 random forest 2 robustness (evolution) 2 selection (genetic algorithm) 2 simplicity 2 statistical methods and bayesian inference 2 variety (cybernetics) 1 A/B/N testing 1 a-weighting 1 adversarial system 1 advertising 1 arithmetic 1 auction theory and applications 1 balance (ability) 1 bayesian modeling and causal inference 1 benchmark (surveying) 1 binary number 1 categorical variable 1 channel (broadcasting) 1 civil engineering 1 class (philosophy) 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 combinatorics 1 common value auction 1 competitor analysis 1 composite material 1 computer security 1 computer vision 1 confidence interval 1 context (archaeology) 1 counterfactual thinking 1 credibility 1 data collection 1 database 1 demographic economics 1 demography 1 design of experiments 1 difference in differences 1 differential privacy 1 digital advertising 1 digital platforms and economics 1 discretion 1 double robustness 1 ecommerce 1 economic and environmental valuation 1 economic growth 1 economic policies and impacts 1 education 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 empirical welfare maximization 1 engineering 1 estimating equations 1 estimation 1 evaluation and performance assessment 1 experimentation 1 explainable artificial intelligence (xai) 1 exploit 1 extremum estimator 1 filter (signal processing) 1 finance 1 fixed effects model 1 gender, labor, and family dynamics 1 generative grammar 1 geodesy 1 geography 1 global educational reforms and inequalities 1 grading (engineering) 1 health systems, economic evaluations, quality of life 1 hidden variable theory 1 human capital 1 index (typography) 1 interference (communication) 1 intergenerational and educational inequality studies 1 kernel (algebra) 1 labor market dynamics and wage inequality 1 limit (mathematics) 1 m-estimator 1 machine learning and algorithms 1 management 1 materials science 1 mathematics education 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 mean squared error 1 media influence and politics 1 minimax 1 minimax regret 1 missing data 1 mode (computer interface) 1 monte carlo method 1 neural networks and applications 1 neuroscience 1 observational equivalence 1 operating system 1 outcome (game theory) 1 perception 1 physical medicine and rehabilitation 1 platforms 1 pointwise 1 politics 1 population 1 potential outcomes 1 psychology 1 quantile 1 quantum 1 random assignment 1 randomization 1 randomized controlled trial 1 realizability 1 regression 1 reinforcement learning 1 reinforcement learning in robotics 1 representation (politics) 1 robust regression 1 robust statistics 1 sample size determination 1 sampling (signal processing) 1 scalability 1 semiparametric efficiency 1 service (business) 1 signal (programming language) 1 simple (philosophy) 1 smart grid energy management 1 sociology 1 spatial and panel data analysis 1 statistic 1 statistical power 1 supply and demand 1 surgery 1 telecommunications 1 test (biology) 1 world wide web