Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/85117
Title: Time-consistent mean-variance portfolio selection with only risky assets
Authors: Pun, Chi Seng
Keywords: Dynamic Global Minimum-Variance Strategy
DRNTU::Science::Mathematics
Time-consistent Strategy
Issue Date: 2018
Source: Pun, C. S. (2018). Time-consistent mean-variance portfolio selection with only risky assets. Economic Modelling. In Press.
Series/Report no.: Economic Modelling
Abstract: Time consistency and optimal diversification criteria are popular in the dynamic portfolio construction in practice. This paper is devoted to the exact analytical solution of the time-consistent mean-variance portfolio selection with assets that can be all risky in a continuous-time economy, of which the time-consistent global minimum-variance portfolio selection is a special case. Our solution generalizes the studies with a risk-free asset in the sense that one of the risky assets can be set as risk-free. By applying the extended dynamic programming, we manage to derive the exact analytical solution of the time-consistent mean-variance strategy with risky assets via the solution of an Abel differential equation. To stabilize the solution, we derive an analytical expansion for the Abel differential equation with any desired accuracy. In addition, we derive the statistical properties of the optimal strategy and prove a separation theorem. Moreover, we establish the links of time-consistent strategy with pre-commitment and myopic strategies and investigate the curse of dimensionality on the time-consistent strategies. We show that under the low-dimensional setting, the intertemporal hedging demands are significant; however, under the high-dimensional setting, the time-consistent strategies are approximately equivalent to myopic strategies, in the presence of estimation risk. Empirical studies are conducted to illustrate and verify our results.
URI: https://hdl.handle.net/10356/85117
http://hdl.handle.net/10220/46283
ISSN: 0264-9993
DOI: http://doi.org/10.1016/j.econmod.2018.07.002
Rights: © 2018 Elsevier. This is the author created version of a work that has been peer reviewed and accepted for publication by Economic Modelling, Elsevier. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://doi.org/10.1016/j.econmod.2018.07.002].
Fulltext Permission: embargo_20210719
Fulltext Availability: With Fulltext
Appears in Collections:SPMS Journal Articles

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