Alexandre Belloni
Selected Publications
We develop uniformly valid confidence regions for regression coefficients in a high-dimensional sparse median regression model […]
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We consider estimation and inference in panel data models with additive unobserved individual specific heterogeneity in […]
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In this paper, we consider estimation of general modern moment-condition problems in econometrics in a data-rich […]
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In the first part of the paper, we consider estimation and inference on policy relevant treatment […]
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In this work we consider series estimators for the conditional mean in light of three new […]
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We develop uniformly valid confidence regions for regression coefficients in a high-dimensional sparse least absolute deviation/median […]
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This work proposes new inference methods for the estimation of a regression coefficient of interest in […]
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This work studies the large sample properties of the posterior-based inference in the curved exponential family […]
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This paper considers inference in logistic regression models with high dimensional data. We propose new methods […]
We propose a self-tuning √ Lasso method that simultaneiously resolves three important practical problems in high-dimensional […]