Associates

Weining Wang

Humboldt-Universität zu Berlin

Selected Publications

Conditional nonparametric variable screening by neural factor regression

High-dimensional covariates often admit linear factor structure. To effectively screen correlated covariates in high-dimension, we propose… Continue reading.

Jianqing Fan, Weining Wang, Yue Zhao
21 August 2024 | CWP17/24
Arellano-bond lasso estimator for dynamic linear panel models

The Arellano-Bond estimator is a fundamental method for dynamic panel data models, widely used in practice…. Continue reading.

Victor Chernozhukov, Ivan Fernandez-Val, Chen Huang, Weining Wang
26 April 2024 | CWP09/24
Beta-sorted portfolios

Beta-sorted portfolios — portfolios comprised of assets with similar covariation to selected risk factors — are… Continue reading.

Matias Cattaneo, Weining Wang, Richard K. Crump
2 August 2023 | CWP18/23
Policy choice in time series by empirical welfare maximization

This paper develops a novel method for policy choice in a dynamic setting where the available… Continue reading.

Toru Kitagawa, Weining Wang, Mengshan Xu
19 May 2022 | CWP12/22
LASSO-Driven Inference in Time and Space

We consider the estimation and inference in a system of high-dimensional regression equations allowing for temporal… Continue reading.

Victor Chernozhukov, Wolfgang Härdle, Chen Huang, Weining Wang
29 April 2019 | CWP20/19

Previous version

LASSO-driven inference in time and space
Victor Chernozhukov, Wolfgang Härdle, Chen Huang, Weining Wang
20 June 2018 | CWP36/18
LASSO-driven inference in time and space

We consider the estimation and inference in a system of high-dimensional regression equations allowing for temporal… Continue reading.

Victor Chernozhukov, Wolfgang Härdle, Chen Huang, Weining Wang
20 June 2018 | CWP36/18

Latest version

LASSO-Driven Inference in Time and Space
Victor Chernozhukov, Wolfgang Härdle, Chen Huang, Weining Wang
29 April 2019 | CWP20/19