Generalized Entropy Approach to Portfolio Selection under a Hidden Markov Model

This could be very useful for those who are into portfolio optimization. I always forget about these Hidden Markov Models but I am no math whiz. You can download this link found below

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Abstract:

This paper develops a dynamic portfolio selection model incorporating economic uncertainty for business cycles. It is assumed that the financial market at each point in time is defined by a hidden Markov model, which is characterized by the overall equity market returns and volatility. The risk associated with investment decisions is measured by the exponential Rényi entropy criterion, which summarizes the uncertainty in portfolio returns. Assuming asset returns are projected by a regime-switching regression model on the two market risk factors, we develop an entropy-based dynamic portfolio selection model constrained with the wealth surplus being greater than or equal to the shortfall over a target and the probability of shortfall being less than or equal to a specified level. In the empirical analysis, we use the select sector ETFs to test the asset pricing model and examine the portfolio performance. ….

https://www.mdpi.com/1911-8074/15/8/337

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