Alexandre Belloni

20 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-9368-8833

Fuqua School of Business, Duke University, Durham, North Carolina 27708

Publications

• Optimal Auction Design with Deferred Inspection and Reward — Operations Research 2024
• Latent Agents in Networks: Estimation and Targeting — Operations Research 2024
• High-dimensional latent panel quantile regression with an application to asset pricing — The Annals of Statistics 2023
• Valid Post-Selection Inference in High-Dimensional Approximately Sparse Quantile Regression Models — Journal of the American Statistical Association 2019
• Program Evaluation and Causal Inference With High-Dimensional Data — Econometrica 2017
• Approximate group context tree — The Annals of Statistics 2017
• Resource Allocation Under Demand Uncertainty and Private Information — Management Science 2017
• Mechanism and Network Design with Private Negative Externalities — Operations Research 2017
• Linear and conic programming estimators in high dimensional errors-in-variables models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Comment — Journal of the American Statistical Association 2015
• Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems — Biometrika 2015
• Inference on Treatment Effects after Selection among High-Dimensional Controls — The Review of Economic Studies 2014
• Pivotal estimation via square-root Lasso in nonparametric regression — The Annals of Statistics 2014
• Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain — Econometrica 2012 (name-matched, not ORCID-linked)
• Optimal Admission and Scholarship Decisions: Choosing Customized Marketing Offers to Attract a Desirable Mix of Customers — Marketing Science 2012
• Square-root lasso: pivotal recovery of sparse signals via conic programming — Biometrika 2011
• ℓ1-penalized quantile regression in high-dimensional sparse models — The Annals of Statistics 2011
• On the computational complexity of MCMC-based estimators in large samples — The Annals of Statistics 2009
• Optimizing Product Line Designs: Efficient Methods and Comparisons — Management Science 2008
• On the Behrens–Fisher problem: A globally convergent algorithm and a finite-sample study of the Wald, LR and LM tests — The Annals of Statistics 2008