Alexandre Belloni

1. High-Dimensional Methods and Inference on Structural and Treatment Effects
   2014/05/01 by Alexandre Belloni, Victor Chernozhukov, Christian Hansen · 29 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Data Analysis with R #Statistical Methods and Bayesian Inference
2. Uniformly Valid Post-Regularization Confidence Regions for Many Functional Parameters in Z-Estimation Framework
   2015/12/23 by Alexandre Belloni, Belloni, Alexandre, Victor Chernozhukov +5 · 5 citations
   Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
3. High-Dimensional Econometrics and Regularized GMM
   2018/06/05 by Alexandre Belloni, Victor Chernozhukov, Belloni, Alexandre +7 · 3 citations
   Economics, Econometrics and Finance · Mathematics · #Econometrics (econ.EM) #FOS: Economics and business #FOS: Mathematics #Global trade and economics #Monetary Policy and Economic Impact #Statistical Methods and Inference #Statistics Theory (math.ST)
4. LASSO Methods for Gaussian Instrumental Variables Models
   2010/12/06 by Alexandre Belloni, Victor Chernozhukov, Belloni, Alexandre +3 · 3 citations
   Economics, Econometrics and Finance · Mathematics · #Applications (stat.AP) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Methodology (stat.ME) #Monetary Policy and Economic Impact #Spatial and Panel Data Analysis #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Neighborhood Adaptive Estimators for Causal Inference under Network Interference
   2022/12/07 by Alexandre Belloni, Belloni, Alexandre, Fei Fang +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistical Methods in Clinical Trials