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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 Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example Covid-19 Study
Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example Covid-19 Study
  • GSB Authors: Susan Athey
  • Date: 2021-07-28
  • Publication Type: Articles
  • Publication: Frontiers In Pharmacology
Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
  • GSB Authors: Susan Athey
  • Date: 2021-02-05
  • Publication Type: Working Papers
Miniature of Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2020-06-17
  • 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 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 Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
  • GSB Authors: Guido Imbens
  • Date: 2015-08-27
  • Publication Type: Working Papers
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6 mathematics 6 statistics 5 advanced causal inference techniques 5 computer science 5 econometrics 5 statistics and probability 4 artificial intelligence 4 machine learning 4 physics 4 quantum mechanics 3 causal inference 3 epistemology 3 estimator 3 philosophy 3 programming language 2 budget constraint 2 confounding 2 economics 2 game theory and voting systems 2 health systems, economic evaluations, quality of life 2 instrumental variable 2 leverage (statistics) 2 mathematical economics 2 mathematical optimization 2 medicine 2 microeconomics 2 minimax regret 2 observable 2 regret 2 sample (material) 2 sample size determination 2 selection (genetic algorithm) 2 set (abstract data type) 2 simplicity 2 statistical methods in clinical trials 2 variety (cybernetics) 1 COVID-19 1 advertising 1 algorithms 1 average treatment effect 1 bayesian modeling and causal inference 1 categorical variable 1 chemistry 1 chromatography 1 computer security 1 confidence interval 1 covariate 1 data analysis 1 data-driven decision making 1 decision making 1 double robustness 1 drug repurposing 1 drugs 1 empirical welfare maximization 1 exploit 1 generalized propensity score 1 hazard ratio 1 heterogeneous treatment effects 1 hidden variable theory 1 inference 1 internal medicine 1 law 1 machine learning and algorithms 1 machine learning in healthcare 1 matching 1 matching (statistics) 1 mixed integer program 1 mode (computer interface) 1 multi-level treatments 1 neural networks and applications 1 observational equivalence 1 operating system 1 outcome (game theory) 1 pharmacoepidemiology 1 policy learning 1 political science 1 politics 1 potential outcomes 1 propensity score matching 1 psychology 1 quantum 1 randomized controlled trial 1 randomized experiment 1 representation (politics) 1 retrospective analyses 1 school choice and performance 1 selection bias 1 semiparametric efficiency 1 signal (programming language) 1 simple (philosophy) 1 statistical methods and inference 1 subclassification 1 term (time) 1 thermodynamics 1 traditional medicine 1 treatment effect 1 unconfoundedness