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Robust High-dimensional Volatility Matrix Estimation for High-Frequency Factor Model()

High-frequency financial data allow us to estimate large volatility matrices with relatively short time horizon. Many novel statistical methods have been introduced to address large volatility matrix estimation problems from a high-dimensional Itô process with microstructural noise contamination. Th...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Fan, Jianqing, Kim, Donggyu
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6430242/
https://ncbi.nlm.nih.gov/pubmed/30906083
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2017.1340888
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