Alexandre Belloni
Selected Publications
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 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 […]
This work proposes new inference methods for the estimation of a regression coefficient of interest in […]
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We propose a self-tuning √ Lasso method that simultaneiously resolves three important practical problems in high-dimensional […]
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The goal of many empirical papers in economics is to provide an estimate of the causal […]
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We propose robust methods for inference on the effect of a treatment variable on a scalar […]
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We develop uniformly valid confidence regions for a regression coefficient in a high-dimensional sparse LAD (least […]
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We develop results for the use of Lasso and post-Lasso methods to form first-stage predictions and […]