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Robust Covariance Estimation for Approximate Factor Models

In this paper, we study robust covariance estimation under the approximate factor model with observed factors. We propose a novel framework to first estimate the initial joint covariance matrix of the observed data and the factors, and then use it to recover the covariance matrix of the observed dat...

詳細記述

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書誌詳細
出版年:J Econom
主要な著者: Fan, Jianqing, Wang, Weichen, Zhong, Yiqiao
フォーマット: Artigo
言語:Inglês
出版事項: 2018
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6287924/
https://ncbi.nlm.nih.gov/pubmed/30546195
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jeconom.2018.09.003
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