Web Reference: Dec 17, 2021 · By applying probability statistics, linear algebra, optimization and other methods to redistribute the investment portfolio under the established target returns and risk limits to achieve the goal of reducing risks or obtaining higher benefits under the same risk conditions. “Dan Palomar’s book is a comprehensive treatment of portfolio optimization, covering the complete range from traditional optimization to more sophisticated methods of robust portfolio construction and machine learning algorithms. In Section 5.3, we add CVaR constraints to the minimum variance opti-mization to control for extreme risk. Specifically, we test and compare portfolios with one CVaR constraint and two CVaR constraints.
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