Utility maximization in a multidimensional semimartingale model with nonlinear wealth dynamics
We explore martingale and convex duality techniques to maximize expected risk-averse utility from consumption in a general multi-dimensional (non-Markovian) semimartingale market model with jumps and non-linear wealth dynamics. The model allows to incorporate additional cash flows via non-linear mar...
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Published in | Mathematics and financial economics Vol. 15; no. 4; pp. 775 - 809 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.09.2021
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 1862-9679 1862-9660 |
DOI | 10.1007/s11579-021-00296-z |
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Abstract | We explore martingale and convex duality techniques to maximize expected risk-averse utility from consumption in a general multi-dimensional (non-Markovian) semimartingale market model with jumps and non-linear wealth dynamics. The model allows to incorporate additional cash flows via non-linear margin payment functions in the drift term that depend on the allocation proportion. These can be used to cast frictions such as the impact of the portfolio choices of a ‘large’ investor on the expected assets’ returns, funding costs arising from differential borrowing and lending rates, and the cash inflow of a firm in a neoclassical economy with constant return-to-scale Cobb–Douglas technology subject to exogenous aggregate shocks. We provide a general verification theorem for random utility fields satisfying the usual Inada conditions, find conditions under which jumps in our model lead to precautionary saving, and present an explicit characterization for CRRA. We report two-fund separation-type results which assert that optimal allocations move along one-dimensional segments, and illustrate our results numerically for various margin payment functions and bounded variation tempered
α
-stable jumps. |
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AbstractList | We explore martingale and convex duality techniques to maximize expected risk-averse utility from consumption in a general multi-dimensional (non-Markovian) semimartingale market model with jumps and non-linear wealth dynamics. The model allows to incorporate additional cash flows via non-linear margin payment functions in the drift term that depend on the allocation proportion. These can be used to cast frictions such as the impact of the portfolio choices of a ‘large’ investor on the expected assets’ returns, funding costs arising from differential borrowing and lending rates, and the cash inflow of a firm in a neoclassical economy with constant return-to-scale Cobb–Douglas technology subject to exogenous aggregate shocks. We provide a general verification theorem for random utility fields satisfying the usual Inada conditions, find conditions under which jumps in our model lead to precautionary saving, and present an explicit characterization for CRRA. We report two-fund separation-type results which assert that optimal allocations move along one-dimensional segments, and illustrate our results numerically for various margin payment functions and bounded variation tempered
α
-stable jumps. We explore martingale and convex duality techniques to maximize expected risk-averse utility from consumption in a general multi-dimensional (non-Markovian) semimartingale market model with jumps and non-linear wealth dynamics. The model allows to incorporate additional cash flows via non-linear margin payment functions in the drift term that depend on the allocation proportion. These can be used to cast frictions such as the impact of the portfolio choices of a ‘large’ investor on the expected assets’ returns, funding costs arising from differential borrowing and lending rates, and the cash inflow of a firm in a neoclassical economy with constant return-to-scale Cobb–Douglas technology subject to exogenous aggregate shocks. We provide a general verification theorem for random utility fields satisfying the usual Inada conditions, find conditions under which jumps in our model lead to precautionary saving, and present an explicit characterization for CRRA. We report two-fund separation-type results which assert that optimal allocations move along one-dimensional segments, and illustrate our results numerically for various margin payment functions and bounded variation tempered α-stable jumps. |
Author | Junca, Mauricio Serrano, Rafael |
Author_xml | – sequence: 1 givenname: Mauricio surname: Junca fullname: Junca, Mauricio organization: Department of Mathematics, Universidad de los Andes – sequence: 2 givenname: Rafael orcidid: 0000-0003-4306-0903 surname: Serrano fullname: Serrano, Rafael email: rafael.serrano@urosario.edu.co organization: Department of Economics, Universidad del Rosario |
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Keywords | Semimartingale characteristics C02 G11 Nonlinear wealth Convex duality Portfolio choice Utility maximization Martingale method C61 |
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SubjectTerms | Allocations Applications of Mathematics Business models Cash flow Economic Theory/Quantitative Economics/Mathematical Methods Economics Finance Insurance Macroeconomics/Monetary Economics//Financial Economics Management Martingales Mathematical analysis Mathematics Mathematics and Statistics Nonlinear dynamics Optimization Quantitative Finance Risk aversion Statistics for Business Technology Verification Wealth |
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Title | Utility maximization in a multidimensional semimartingale model with nonlinear wealth dynamics |
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