Impacts of market impact cost on portfolio selection strategies

This report studies optimal dynamic portfolio choice with mean-variance analysis in continuous time when there are market impact costs. The optimal policy is hard to characterize, so instead we solved a tractable alternative dynamic portfolio choice problem for a sub-optimal policy. The alternative...

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Main Author: Tang, Jingxiang
Other Authors: PUN Chi Seng
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148529
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1485292023-02-28T23:19:41Z Impacts of market impact cost on portfolio selection strategies Tang, Jingxiang PUN Chi Seng School of Physical and Mathematical Sciences cspun@ntu.edu.sg Science::Mathematics This report studies optimal dynamic portfolio choice with mean-variance analysis in continuous time when there are market impact costs. The optimal policy is hard to characterize, so instead we solved a tractable alternative dynamic portfolio choice problem for a sub-optimal policy. The alternative dynamic portfolio choice problem captures market impact cost in the objective instead of the price dynamics. The alternative problem was solved with two approaches, namely precommitment approach and game theoretic approach, to handle the intrinsic time-inconsistent issue in continuous-time mean-variance analysis. At the end, solution from these two approaches were applied to the original optimal dynamic portfolio choice problem for numerical experiments. The results showed promising performance and help us understand how market impact cost affects investment strategies in continuous-time mean-variance analysis. Bachelor of Science in Mathematical Sciences 2021-05-04T05:45:26Z 2021-05-04T05:45:26Z 2021 Final Year Project (FYP) Tang, J. (2021). Impacts of market impact cost on portfolio selection strategies. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148529 https://hdl.handle.net/10356/148529 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Mathematics
spellingShingle Science::Mathematics
Tang, Jingxiang
Impacts of market impact cost on portfolio selection strategies
description This report studies optimal dynamic portfolio choice with mean-variance analysis in continuous time when there are market impact costs. The optimal policy is hard to characterize, so instead we solved a tractable alternative dynamic portfolio choice problem for a sub-optimal policy. The alternative dynamic portfolio choice problem captures market impact cost in the objective instead of the price dynamics. The alternative problem was solved with two approaches, namely precommitment approach and game theoretic approach, to handle the intrinsic time-inconsistent issue in continuous-time mean-variance analysis. At the end, solution from these two approaches were applied to the original optimal dynamic portfolio choice problem for numerical experiments. The results showed promising performance and help us understand how market impact cost affects investment strategies in continuous-time mean-variance analysis.
author2 PUN Chi Seng
author_facet PUN Chi Seng
Tang, Jingxiang
format Final Year Project
author Tang, Jingxiang
author_sort Tang, Jingxiang
title Impacts of market impact cost on portfolio selection strategies
title_short Impacts of market impact cost on portfolio selection strategies
title_full Impacts of market impact cost on portfolio selection strategies
title_fullStr Impacts of market impact cost on portfolio selection strategies
title_full_unstemmed Impacts of market impact cost on portfolio selection strategies
title_sort impacts of market impact cost on portfolio selection strategies
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148529
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