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Belloni, Alexandre
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Massachusetts Institute of Technology. Department of Economics
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Belloni, Alexandre
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Massachusetts Institute of Technology. Department of Economics
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1
Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework
by
Belloni, Alexandre
,
Chernozhukov, Victor V
,
Chetverikov, Denis
,
Wei, Ying
Published 2019
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2
Pivotal estimation via square-root Lasso in nonparametric regression
by
Belloni, Alexandre
,
Wang, Lie
,
Chernozhukov, Victor V.
Published 2015
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3
On the computational complexity of MCMC-based estimators in large samples
by
Belloni, Alexandre
,
Chernozhukov, Victor V.
Published 2013
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4
High Dimensional Sparse Econometric Models: An Introduction
by
Belloni, Alexandre
,
Chernozhukov, Victor V.
Published 2012
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5
Inference in High-Dimensional Panel Models With an Application to Gun Control
by
Belloni, Alexandre
,
Hansen, Christian
,
Kozbur, Damian
,
Chernozhukov, Victor V
Published 2018
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6
High-Dimensional Methods and Inference on Structural and Treatment Effects
by
Belloni, Alexandre
,
Hansen, Christian
,
Chernozhukov, Victor V.
Published 2015
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7
Post-Selection Inference for Generalized Linear Models With Many Controls
by
Belloni, Alexandre
,
Wei, Ying
,
Chernozhukov, Victor V
Published 2018
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8
Conditional quantile processes based on series or many regressors
by
Belloni, Alexandre
,
Chernozhukov, Victor V
,
Chetverikov, Denis
,
Fernández-Val, Iván
Published 2019
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9
ℓ[subscript 1]-penalized quantile regression in high-dimensional sparse models
by
Belloni, Alexandre
,
Chernozhukov, Victor V.
Published 2013
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10
Least Squares After Model Selection in High-dimensional Sparse Models
by
Belloni, Alexandre
,
Chernozhukov, Victor V.
Published 2012
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11
Some new asymptotic theory for least squares series: Pointwise and uniform results
by
Belloni, Alexandre
,
Chetverikov, Denis
,
Kato, Kengo
Published 2018
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12
ℓ1-penalized quantile regression in high-dimensional sparse models
by
Belloni, Alexandre
,
Chernozhukov, Victor V.
Published 2013
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12
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MIT IR
12
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12
Author
Belloni, Alexandre
Massachusetts Institute of Technology. Department of Economics
Chernozhukov, Victor V.
7
Chernozhukov, Victor V
4
Chetverikov, Denis
3
Hansen, Christian
2
Wei, Ying
2
Fernández-Val, Iván
1
Kato, Kengo
1
Kozbur, Damian
1
Massachusetts Institute of Technology. Department of Mathematics
1
Massachusetts Institute of Technology. Operations Research Center
1
Wang, Lie
1
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English
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