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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...

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Dades bibliogràfiques
Publicat a:J Econom
Autors principals: Fan, Jianqing, Wang, Weichen, Zhong, Yiqiao
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia: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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