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econ.EM2026
Triple/Double-Debiased Lasso
Denis Chetverikov, Jesper R. -V. Sørensen, Aleh Tsyvinski
In this paper, we propose a triple (or double-debiased) Lasso estimator for inference on a low-dimensional parameter in high-dimensional linear regression models. The estimator is…
econ.EM2025
Higher-Order Asset Pricing Factors via Forward Selection Fama-MacBeth Regression
Nicola Borri, Denis Chetverikov, Yukun Liu +1
We show that the higher-order terms and interactions of the common sparse linear factors are significantly priced in the cross-section of equity returns. A higher-order model with…
econ.EM2022
Weighted-average quantile regression
Denis Chetverikov, Yukun Liu, Aleh Tsyvinski
In this paper, we introduce the weighted-average quantile regression framework, , where is a dependent variable, is a vector of covariates,…