• Home
  • Search
  • PAIRS TRADING UNDER DRIFT UNCERTAINTY AND RISK PENALIZATION
  • Open Access IconOpen Access
  • Cite Icon19
  • https://doi.org/10.1142/s0219024918500462Copy DOI Icon

PAIRS TRADING UNDER DRIFT UNCERTAINTY AND RISK PENALIZATION

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

In this work, we study a dynamic portfolio optimization problem related to pairs trading, which is an investment strategy that matches a long position in one security with a short position in another security with similar characteristics. The relationship between pairs, called a spread, is modeled by a Gaussian mean-reverting process whose drift rate is modulated by an unobservable continuous-time, finite-state Markov chain. Using the classical stochastic filtering theory, we reduce this problem with partial information to an equivalent one with full information and solve it for the logarithmic utility function, where the terminal wealth is penalized by the riskiness of the portfolio according to the realized volatility of the wealth process. We characterize optimal dollar-neutral strategies as well as optimal value functions under full and partial information and show that the certainty equivalence principle holds for the optimal portfolio strategy. Finally, we provide a numerical analysis for a toy example with a two-state Markov chain.

Similar Papers
  • Research Article
  • Citations28

Inflation Targeting and Nominal Income Growth Targeting: When and Why are They Suboptimal?

  • Jan 01, 2002
  • SSRN Electronic Journal
  • Jinill Kim +1
  • Research Article
  • Citations54

Time-consistent reinsurance and investment strategies for mean–variance insurer under partial information

  • Sep 15, 2015
  • Insurance: Mathematics and Economics
  • Zongxia Liang +1
  • Research Article
  • Citations15

Use of partial information to learn to read Chinese characters in non-native Chinese learners

  • Jun 26, 2020
  • Language Teaching Research
  • Yang Liu +2
  • Research Article
  • Citations2

Optimal investment for asset–liability management with delay and partial information under Ornstein–Uhlenbeck process

  • May 28, 2024
  • Pacific-Basin Finance Journal
  • Dengsheng Chen +2
  • Research Article
  • Citations8

Strategic Behavior of Cognitive Radio Networks With Different Information

  • May 01, 2019
  • IEEE Transactions on Vehicular Technology
  • Jinting Wang +2
  • Research Article

Optimal foraging of a reproducing animal as a discounted reward problem

  • Jun 01, 1994
  • Journal of Applied Probability
  • S Merad +1
  • PDF
  • Research Article
  • Citations7

Observing customer stress and engagement: An intercultural perspective

  • Jan 12, 2023
  • Psychology & Marketing
  • Mohamed Sobhy Temerak +2
  • Research Article

Coordination and Free-Riding Problems in Blood Donations

  • Oct 18, 2019
  • SSRN Electronic Journal
  • Ai Takeuchi +1
  • Research Article
  • Citations3

Optimal reinsurance and investment strategies for insurers with regime-switching and state-dependent utility function

  • Dec 01, 2016
  • Journal of Systems Science and Complexity
  • Ailing Gu +1
  • Research Article
  • Citations41

The Pricing of Credit Default Swaps under a Markov-Modulated Merton’s Structural Model

  • Jan 01, 2008
  • North American Actuarial Journal
  • Tak Kuen Siu +2
  • Research Article
  • Citations18

Dynamic volatility spillovers and investment strategies between crude oil, new energy, and resource related sectors

  • May 18, 2023
  • Resources Policy
  • Zhifeng Dai +2
  • Research Article
  • Citations1

Optimal investment and proportional reinsurance strategy under the mean-reverting Ornstein-Uhlenbeck process and net profit condition

  • Sep 21, 2020
  • Journal of Industrial & Management Optimization
  • Yin Li +3
  • Research Article
  • Citations13

Dynamic optimization and its relation to classical and quantum constrained systems

  • Feb 28, 2017
  • Physica A: Statistical Mechanics and its Applications
  • Mauricio Contreras +2
  • Book Chapter

Partial Information Relaying with Multi-Layered Superposition Coding

  • Jan 01, 2010
  • Jingyu Kim +1
  • PDF
  • Research Article
  • Citations4

Assessing and mitigating fire sales risk under partial information

  • Sep 14, 2023
  • Journal of Banking & Finance
  • Raymond Ka-Kay Pang +1
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.