The factor-lasso and k-step bootstrap approach for inference in high-dimensional economic applications

We consider inference about coefficients on a small number of variables of interest in a linear panel data model with additive unobserved individual and time specific effects and a large number of additional time-varying confounding variables. We suppose that, in addition to unrestricted time and in...

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Bibliographic Details
Main Authors: Hansen, C. (Author), Liao, Y. (Author)
Format: Article
Language:English
Published: Cambridge University Press 2019
Online Access:View Fulltext in Publisher