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Improved Large Covariance Matrix Estimation Based on Efficient Convex Combination and Its Application in Portfolio Optimization

The estimation of the covariance matrix is an important topic in the field of multivariate statistical analysis. In this paper, we propose a new estimator, which is a convex combination of the linear shrinkage estimation and the rotation-invariant estimator under the Frobenius norm. We first obtain...

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Detaylı Bibliyografya
Asıl Yazarlar: Yan Zhang, Jiyuan Tao, Zhixiang Yin, Guoqiang Wang
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI AG 2022-11-01
Seri Bilgileri:Mathematics
Konular:
Online Erişim:https://www.mdpi.com/2227-7390/10/22/4282
Etiketler: Etiketle
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