Alexandre Belloni
University of Maryland, College Park(US)
Publications by Year
Research Areas
Statistical Methods and Inference, Statistical Methods and Bayesian Inference, Advanced Causal Inference Techniques, Advanced Statistical Methods and Models, Monetary Policy and Economic Impact
Most-Cited Works
- → Inference on Treatment Effects after Selection among High-Dimensional Controls(2013)1,449 cited
- → High-Dimensional Methods and Inference on Structural and Treatment Effects(2014)692 cited
- → Square-root lasso: pivotal recovery of sparse signals via conic programming(2011)617 cited
- → Least squares after model selection in high-dimensional sparse models(2013)593 cited
- → ℓ1-penalized quantile regression in high-dimensional sparse models(2010)553 cited
- → Program Evaluation and Causal Inference With High-Dimensional Data(2017)295 cited
- → Some new asymptotic theory for least squares series: Pointwise and uniform results(2015)224 cited
- → Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems(2014)181 cited
- → Inference in High-Dimensional Panel Models With an Application to Gun Control(2015)180 cited