Data-driven distributionally robust CVaR portfolio optimization under a regime-switching ambiguity set

Problem definition: Nonstationarity of the random environment is a critical yet challenging concern in decision-making under uncertainty. We illustrate the challenge from the nonstationarity and the solution framework using the portfolio selection problem, a typical decision problem in a time-varyin...

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Bibliographic Details
Main Authors: Pun, Chi Seng, Wang, Tianyu, Yan, Zhenzhen
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/173475
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Institution: Nanyang Technological University
Language: English