TPLVM: Portfolio Construction by Student’s <i>t</i>-Process Latent Variable Model

Optimal asset allocation is a key topic in modern finance theory. To realize the optimal asset allocation on investor&#8217;s risk aversion, various portfolio construction methods have been proposed. Recently, the applications of machine learning are rapidly growing in the area of finance. In th...

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Bibliographic Details
Main Authors: Yusuke Uchiyama, Kei Nakagawa
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/3/449