Low-rank panel quantile regression: Estimation and inference

In this paper, we propose a class of low-rank panel quantile regression models which allow for unobserved slope heterogeneity over both individuals and time. We estimate the heterogeneous intercept and slope matrices via nuclear norm regularization followed by sample splitting, row- and column-wise...

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Main Authors: WANG, Yiren, ZHANG, Yichong
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語言:English
出版: Institutional Knowledge at Singapore Management University 2022
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在線閱讀:https://ink.library.smu.edu.sg/soe_research/2634
https://ink.library.smu.edu.sg/context/soe_research/article/3633/viewcontent/2210.11062.pdf
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機構: Singapore Management University
語言: English