Model predictive control for optimal pairs trading portfolio with gross exposure and transaction cost constraints

DOI10.1007/s10690-017-9236-zzbMath1418.91493OpenAlexW2771962064MaRDI QIDQ1627827

James A. Primbs, Yuji Yamada

Publication date: 3 December 2018

Published in: Asia-Pacific Financial Markets (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10690-017-9236-z

zbMATH Keywords

cointegrationmodel predictive controlconditional mean-variance optimizationempirical simulationspairs trading portfolio

Mathematics Subject Classification ID

Applications of statistics to actuarial sciences and financial mathematics (62P05) Portfolio theory (91G10)

Related Items

Investment portfolio tracking using model predictive control, MultiObjective Dynamic Optimization of Investment Portfolio Based on Model Predictive Control

Cites Work

• Unnamed Item
• Predictive control of systems with Markovian jumps under constraints and its application to the investment portfolio optimization
• Model predictive control of systems with random dependent parameters under constraints and its application to the investment portfolio optimization
• A stochastic receding horizon control approach to constrained index tracking
• Dynamic pairs trading using the stochastic control approach
• An optimal pairs-trading rule
• Predictive control of random-parameter systems with multiplicative noise. Application to investment portfolio optimization
• Distribution of the Estimators for Autoregressive Time Series With a Unit Root
• Dynamic hedging of single and multi-dimensional options with transaction costs: a generalized utility maximization approach
• OPTIMAL MULTIPLE PAIRS TRADING STRATEGYUSING DERIVATIVE FREE OPTIMIZATIONUNDER ACTUAL INVESTMENT MANAGEMENT CONDITIONS
• Co-Integration and Error Correction: Representation, Estimation, and Testing
• Vast Portfolio Selection With Gross-Exposure Constraints
• Dynamic option hedging via stochastic model predictive control based on scenario simulation
• STOCHASTIC MODEL PREDICTIVE CONTROL AND PORTFOLIO OPTIMIZATION
• Pairs trading
• Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models