Shrinkage Estimation of Covariance Matrix for Portfolio Choice with High Frequency Data

This paper examines the usefulness of high frequency data in estimating the covariancematrix for portfolio choice when the portfolio size is large. A computationally convenientnonlinear shrinkage estimator for the integrated covariance (ICV) matrix of financial as-sets is developed in two steps. The...

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Main Authors: LIU, Cheng, XIA, Ningning, Jun YU
格式: text
語言:English
出版: Institutional Knowledge at Singapore Management University 2016
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在線閱讀:https://ink.library.smu.edu.sg/soe_research/1892
https://ink.library.smu.edu.sg/context/soe_research/article/2892/viewcontent/9983285.pdf
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機構: Singapore Management University
語言: English