Alexandre Belloni

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Victor ChernozhukovProfessor, Department of Economics + Center for Statistics and Data Science, MIT;Geverifieerd e-mailadres voor mit.edu
Christian B HansenProfessor of Econometrics and Statistics, University of Chicago, Booth School of BusinessGeverifieerd e-mailadres voor chicagobooth.edu
Ivan Fernandez-ValProfessor of Economics, Boston UniversityGeverifieerd e-mailadres voor bu.edu
Kengo KatoDepartment of Statistics and Data Science, Cornell UniversityGeverifieerd e-mailadres voor cornell.edu
Denis ChetverikovProfessor, Department of Economics, UCLAGeverifieerd e-mailadres voor econ.ucla.edu
Daniel L. ChenRadcliffe Institute for Advanced Study at HarvardGeverifieerd e-mailadres voor nber.org
Claudia SagastizábalAdjunct Researcher - IMECC UnicampGeverifieerd e-mailadres voor unicamp.br
Mingli ChenAssociate Professor, Department of Economics, University of WarwickGeverifieerd e-mailadres voor warwick.ac.uk
Damian KozburAssistant Professor of Econometrics, University of ZürichGeverifieerd e-mailadres voor econ.uzh.ch
Santosh S. VempalaGeorgia TechGeverifieerd e-mailadres voor gatech.edu
Roberto Imbuzeiro OliveiraProfessor, IMPAGeverifieerd e-mailadres voor impa.br
Tengyuan LiangProfessor, University of ChicagoGeverifieerd e-mailadres voor chicagobooth.edu
Mitchell J. LovettProfessor of Marketing, University of Rochester, Simon School of BusinessGeverifieerd e-mailadres voor simon.rochester.edu
Peng SunDuke UniversityGeverifieerd e-mailadres voor duke.edu
Saša PekečProfessor, Decision Sciences, The Fuqua School of Business, Duke UniversityGeverifieerd e-mailadres voor duke.edu

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Alexandre Belloni

Duke University

Geverifieerd e-mailadres voor duke.edu

Econometrics Statistics Optimization Mechanism Design


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Inference on treatment effects after selection among high-dimensional controls A Belloni, V Chernozhukov, C Hansen Review of Economic Studies 81 (2), 608-650, 2014	1958	2014
Sparse models and methods for optimal instruments with an application to eminent domain A Belloni, D Chen, V Chernozhukov, C Hansen	1204	2011
High-dimensional methods and inference on structural and treatment effects A Belloni, V Chernozhukov, C Hansen Journal of Economic Perspectives 28 (2), 29-50, 2014	1086	2014
Least Squares after Model Selection in High-Dimensional Sparse Models A Belloni, V Chernozhukov Cambridge, MA: Dept. of Economics, MIT, 2009	898*	2009
Square-root lasso: pivotal recovery of sparse signals via conic programming A Belloni, V Chernozhukov, L Wang Biometrika 98 (4), 791-806, 2011	768	2011
ℓ1-penalized quantile regression in high-dimensional sparse models A Belloni, V Chernozhukov The Annals of Statistics 39 (1), 82-130, 2011	754	2011
Program evaluation and causal inference with high‐dimensional data A Belloni, V Chernozhukov, I Fernandez‐Val, C Hansen Econometrica 85 (1), 233-298, 2017	556	2017
Some new asymptotic theory for least squares series: Pointwise and uniform results A Belloni, V Chernozhukov, D Chetverikov, K Kato Journal of Econometrics 186 (2), 345-366, 2015	278	2015
Honest confidence regions for a regression parameter in logistic regression with a large number of controls A Belloni, V Chernozhukov, Y Wei cemmap working paper, 2013	246*	2013
Inference for high-dimensional sparse econometric models A Belloni, V Chernozhukov, C Hansen arXiv preprint arXiv:1201.0220, 2011	223	2011
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems A Belloni, V Chernozhukov, K Kato Biometrika 102 (1), 77-94, 2015	212*	2015
Inference in high-dimensional panel models with an application to gun control A Belloni, V Chernozhukov, C Hansen, D Kozbur Journal of Business & Economic Statistics 34 (4), 590-605, 2016	205	2016
Optimizing product line designs: Efficient methods and comparisons A Belloni, R Freund, M Selove, D Simester Management Science 54 (9), 1544-1552, 2008	192	2008
Pivotal estimation via square-root lasso in nonparametric regression A Belloni, V Chernozhukov, L Wang	191*	2014
Conditional quantile processes based on series or many regressors A Belloni, V Chernozhukov, I Fernandez-Val	191*	2011
High dimensional sparse econometric models: An introduction A Belloni, V Chernozhukov Inverse Problems and High-Dimensional Estimation: Stats in the Château …, 2011	135	2011
On the computational complexity of MCMC-based estimators in large samples A Belloni, V Chernozhukov The Annals of Statistics 37 (4), 2011-2055, 2009	113	2009
Lasso methods for gaussian instrumental variables models A Belloni, V Chernozhukov, C Hansen arXiv preprint arXiv:1012.1297, 2010	95	2010
Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework A Belloni, V Chernozhukov, D Chetverikov, Y Wei Annals of statistics 46 (6B), 3643, 2018	93	2018
Escaping the local minima via simulated annealing: Optimization of approximately convex functions A Belloni, T Liang, H Narayanan, A Rakhlin Conference on Learning Theory, 240-265, 2015	92	2015

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