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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 Optimal Experimental Design for Staggered Rollouts
Optimal Experimental Design for Staggered Rollouts
  • GSB Authors: Guido Imbens | Mohsen Bayati | Susan Athey
  • Date: 2023-12-01
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
  • GSB Authors: Guido Imbens | Susan Athey
  • Date: 2023-07-19
  • Publication Type: Articles
  • Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
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: 2022-10-06
  • Publication Type: Articles
  • Publication: The Quarterly Journal of Economics
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: 2021-12-07
  • Publication Type: Articles
  • Publication: Journal of Econometrics
Miniature of Synthetic Difference-In-Differences
Synthetic Difference-In-Differences
  • GSB Authors: Susan Athey | Guido Imbens | Stefan Wager
  • Date: 2021-12-01
  • Publication Type: Articles
  • Publication: The American Economic Review
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: 2021-05-10
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
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 Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2020-02-05
  • Publication Type: Articles
  • Publication: Econometrica
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 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 The State of Applied Econometrics: Causality and Policy Evaluation
The State of Applied Econometrics: Causality and Policy Evaluation
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-04-01
  • Publication Type: Articles
  • Publication: Journal of Economic Perspectives
Miniature of A Measure of Robustness to Misspecification
A Measure of Robustness to Misspecification
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2015-05-01
  • Publication Type: Articles
  • Publication: The American Economic Review
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13 Articles

13 Economics

3 machine learning 3 panel analysis 2 empirical research 2 inference 2 mathematical models 2 potential outcomes 2 regression analysis 2 treatment effectiveness 2 uncertainty 1 Monte Carlo method 1 adoption 1 asymptotic normality 1 average treatment effects 1 causality 1 cluster 1 cluster sampling 1 computer simulation 1 data modeling 1 descriptive and causal estimands 1 descriptive statistics 1 difference in differences 1 difference-in-differences 1 discrimination 1 dynamic programming 1 econometrics 1 economic research 1 error analysis in mathematics 1 estimation 1 estimation theory 1 finite population 1 fix-point estimation 1 fixed effects 1 fixed effects model 1 generative adversarial networks 1 gross domestic product 1 instantaneous and cumulative effects 1 interactive fixed effects 1 location 1 low-rank matrix estimation 1 mathematical economics 1 mathematical regularization 1 matrices 1 matrix norms 1 medical care 1 models 1 nonadaptive and adaptive experiments 1 nonparametric models 1 nuclear matrix 1 numerical analysis 1 optimization 1 order-statistics 1 panel data 1 quantile treatment effects 1 randomization 1 randomization distribution 1 research personnel 1 robust control 1 robust statistics 1 sdid 1 semi-parametric efficiency bound 1 simulation methods & models 1 st0757 1 staggered adoption design 1 statistical models 1 synthetic control 1 synthetic controls 1 synthetic difference in differences 1 technical specifications 1 treatment effect estimation and inference 1 unconfoundedness 1 visualization