Alexandre Belloni

Inference on Treatment Effects after Selection among High-Dimensional Controls

Alexandre Belloni, Victor Chernozhukov, Christian Hansen · The Review of Economic Studies · 2013 · 1.5K citations

Public Health, Biostatistics, Causal Inference +14

High-Dimensional Methods and Inference on Structural and Treatment Effects

Alexandre Belloni, Victor Chernozhukov, Christian Hansen · The Journal of Economic Perspectives · 2014 · 716 citations · Full text

Natural Sciences, Economics, Data Mining +15

Square-root lasso: pivotal recovery of sparse signals via conic programming

Alexandre Belloni, Victor Chernozhukov, Lei Wang · Biometrika · 2011 · 626 citations · Full text

Computing, Computer Science, Mathematics +15

Least squares after model selection in high-dimensional sparse models

Alexandre Belloni, Victor Chernozhukov · Bernoulli · 2013 · 605 citations · Full text

Computing, Data Science, Econometrics +13

ℓ1-penalized quantile regression in high-dimensional sparse models

Alexandre Belloni, Victor Chernozhukov · The Annals of Statistics · 2010 · 569 citations · Full text

Social Sciences, Economics, Econometrics +13