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  • Search: subject:"double robustness"
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Year of publication
Subject
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double robustness 33 Estimation theory 20 Schätztheorie 20 Nichtparametrisches Verfahren 15 Nonparametric statistics 15 Robust statistics 15 Robustes Verfahren 15 Causality analysis 14 Kausalanalyse 14 treatment effects 10 Double robustness 8 instrumental variables 8 GMM 5 IV-Schätzung 5 Instrumental variables 5 Local robustness 5 bias 5 semiparametric estimation 5 Artificial intelligence 4 Künstliche Intelligenz 4 Method of moments 4 Missing at random 4 Momentenmethode 4 Regression analysis 4 Regressionsanalyse 4 causal inference 4 covariate balancing 4 difference-in-differences 4 inverse probability tilting 4 local average treatment effects 4 one-sided noncompliance 4 weighting 4 Gaussian approximation 3 average treatment effect conditional on covariates 3 confounding 3 double machine learning 3 inverse-probability weighting (IPW) 3 multi-valued treatments 3 orthogonal moments 3 quasi-maximum likelihood estimation (QMLE) 3
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Online availability
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Free 28 Undetermined 16 CC license 5
Type of publication
All
Article 23 Book / Working Paper 20 Other 1
Type of publication (narrower categories)
All
Working Paper 18 Article in journal 13 Aufsatz in Zeitschrift 13 Arbeitspapier 10 Graue Literatur 10 Non-commercial literature 10 research-article 3 Article 2 editorial 1
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Language
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English 37 Undetermined 7
Author
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Wooldridge, Jeffrey M. 12 Chernozhukov, Victor 6 Słoczyński, Tymon 6 Escanciano, Juan Carlos 5 Ichimura, Hidehiko 5 Newey, Whitney K. 5 Sloczynski, Tymon 5 Uysal, Selver Derya 5 Lee, Sokbae 3 Okui, Ryo 3 Uysal, Derya 3 Arkhangelsky, Dmitry 2 Breunig, Christoph 2 Imbens, Guido 2 Lei, Lihua 2 Liu, Ruixuan 2 Luo, Xiaoman 2 Robins, James 2 Uysal, S. Derya 2 Wang, Yoon-Jae 2 Xie, Haitian 2 Yu, Zhengfei 2 Anastasios A. Tsiatis 1 Athey, Susan 1 Beaudoin, Claudia 1 Cosma, Antonio 1 Delaney, Joseph 1 Ding, Peng 1 Egel, Daniel 1 Fan, Jianqing 1 Fang, Yue 1 Flossmann, Anton 1 Frangakis, Constantine 1 Gao, Guozhi 1 Graham, Bryan S. 1 Han, Fang 1 Han, Peisong 1 Hsu, Chiu-Hsieh 1 Imai, Kosuke 1 Kostyrka, Andreï 1
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Institution
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Berkeley Electronic Press 1 Institute for the Study of Labor (IZA) 1
Published in...
All
IZA Discussion Papers 4 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 4 CEMMAP working papers / Centre for Microdata Methods and Practice 3 Discussion paper series 3 Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics 3 Journal of Causal Inference 3 cemmap working paper 3 CESifo Working Paper 2 CESifo working papers 2 International Journal of Biostatistics 2 The econometrics journal 2 Discussion paper 1 Econometric reviews 1 Econometrica 1 Empirical Economics 1 Journal of Causal Inference 1 Journal of Multivariate Analysis 1 Journal of applied econometrics 1 Journal of econometric methods 1 Quantitative Economics 1 Quantitative economics : QE ; journal of the Econometric Society 1 The University of Michigan Department of Biostatistics Working Paper Series 1 Working paper 1
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Source
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ECONIS (ZBW) 23 EconStor 10 RePEc 6 Other ZBW resources 4 BASE 1
Showing 1 - 10 of 44
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Covariate balancing and the equivalence of weighting and doubly robust estimators of average treatment effects
Słoczyński, Tymon; Uysal, Selver Derya; Wooldridge, … - 2025
How should researchers adjust for covariates? We show that if the propensity score is estimated using a specific covariate balancing approach, inverse probability weighting (IPW), augmented inverse probability weighting (AIPW), and inverse probability weighted regression adjustment (IPWRA)...
Persistent link: https://www.econbiz.de/10015459676
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Covariate balancing and the equivalence of weighting and doubly robust estimators of average treatment effects
Słoczyński, Tymon; Uysal, Selver Derya; Wooldridge, … - 2025
How should researchers adjust for covariates? We show that if the propensity score is estimated using a specific covariate balancing approach, inverse probability weighting (IPW), augmented inverse probability weighting (AIPW), and inverse probability weighted regression adjustment (IPWRA)...
Persistent link: https://www.econbiz.de/10015459974
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Double robust Bayesian inference on average treatment effects
Breunig, Christoph; Liu, Ruixuan; Yu, Zhengfei - In: Econometrica : journal of the Econometric Society, an … 93 (2025) 2, pp. 539-568
Persistent link: https://www.econbiz.de/10015401158
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Double Robust Bayesian Inference on Average Treatment Effects
Breunig, Christoph; Liu, Ruixuan; Yu, Zhengfei - In: Econometrica 93 (2025) 2, pp. 539-568
frequentist ATE estimators by establishing a new semiparametric Bernstein–von Mises theorem under double robustness; that is, the …
Persistent link: https://www.econbiz.de/10015411074
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Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects
Sloczynski, Tymon; Uysal, S. Derya; Wooldridge, Jeffrey M. - 2025
How should researchers adjust for covariates? We show that if the propensity score is estimated using a specific covariate balancing approach, inverse probability weighting (IPW), augmented inverse probability weighting (AIPW), and inverse probability weighted regression adjustment (IPWRA)...
Persistent link: https://www.econbiz.de/10015532746
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Cover Image
Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects
Słoczyński, Tymon; Uysal, Derya; Wooldridge, Jeffrey M. - 2025
How should researchers adjust for covariates? We show that if the propensity score is estimated using a specific covariate balancing approach, inverse probability weighting (IPW), augmented inverse probability weighting (AIPW), and inverse probability weighted regression adjustment (IPWRA)...
Persistent link: https://www.econbiz.de/10015532776
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Design-robust two-way-fixed-effects regression for panel data
Arkhangelsky, Dmitry; Imbens, Guido; Lei, Lihua; Luo, … - In: Quantitative economics : QE ; journal of the … 15 (2024) 4, pp. 999-1034
We propose a new estimator for average causal effects of a binary treatment with panel data in settings with general treatment patterns. Our approach augments the popular two‐way‐fixed‐effects specification with unit‐specific weights that arise from a model for the assignment mechanism....
Persistent link: https://www.econbiz.de/10015190081
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Design-robust two-way-fixed-effects regression for panel data
Arkhangelsky, Dmitry; Imbens, Guido; Lei, Lihua; Luo, … - In: Quantitative Economics 15 (2024) 4, pp. 999-1034
We propose a new estimator for average causal effects of a binary treatment with panel data in settings with general treatment patterns. Our approach augments the popular two-way-fixed-effects specification with unit-specific weights that arise from a model for the assignment mechanism. We show...
Persistent link: https://www.econbiz.de/10015420314
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Doubly robust estimation of multivariate fractional outcome means with multivalued treatments
Negi, Akanksha; Wooldridge, Jeffrey M. - In: Econometric reviews 43 (2024) 2/4, pp. 175-196
Persistent link: https://www.econbiz.de/10014551507
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Model selection for multivalued-treatment policy learning in observational studies
Fang, Yue; Xi, Jin; Xie, Haitian - In: Journal of business & economic statistics : JBES ; a … 43 (2025) 4, pp. 897-909
Persistent link: https://www.econbiz.de/10015534485
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