Marcos Escobar-Anel

Professor
Office: WSC 282
Phone: 519-661-2111 x84106
Email: marcos.escobar@uwo.ca


Ph.D. Mathematics. University of Toronto.

  

Research Areas

  • Stochastic Processes: Multivariate, Stochastic Covariance, First passage time
  • Financial Mathematics: Pricing exotic products, Dynamic portfolio optimization
  • Statistics: GARCH models 

Graduate Supervision (2025 - 2026)

  • Wei Li Fan (Ph.D.)
  • Jiaxin Zhang (M.Sc.)
  • Jijao Deng (M.Sc.)
  • Xinyu Wen (M.Sc.)
  • Yichen Liang (M.Sc.)
  • Xize Ye (Ph.D., co-supervision with Lars Stentoft)
  • Kaize Pan (Ph.D., co-supervision with Lars Stentoft)
  • Siming Tang (Ph.D., co-supervision with Lars Stentoft)
  • Zheng Xu (Ph.D., Australian National University, with Gaurav Khemka)
  • Tobias Lausser (Ph.D., Technical University of Munich, with Rudi Zagst) 
  • Hussein Azadie faraz (Ph.D., Sharif University of Technology, with Hamid Arian)

Research Funding Sources (current)

NSERC Discovery Grant, 2020-2025

 

Publications (per year)

2025

  • M. Escobar-Anel, Gaurav Khemka, Rudi Zagst, Mean-Variance optimization of terminal wealth and consumption. Finance Research Letters, 2025.
  • Escobar-Anel, Marcos, and Yiyao Jiao. "The Generative Adversarial Approach: A Cautionary Tale of Finite Samples." Algorithms 18.9 (2025): 564. https://doi.org/10.3390/a18090564
  • M. Escobar-Anel, G. Khemka, Zheng Xu, The repayment structure of agricultural loans under a full repayment constraint. Journal of Agricultural & Applied Economics. 2025.
  • Aghapour*, A., Arian, H., Escobar-Anel, M., & Seco, L. (2025, September). Conditional Correlation via Generalized Random Forests with Application to Hedge Funds. In Operations Research Forum (Vol. 6, No. 3, p. 136). Cham: Springer International Publishing. https://doi.org/10.1007/s43069-025-00548-4
  • Escobar-Anel, Marcos, Lars Stentoft, and Xize Ye*. "Analytical fixed income pricing in discrete time: A new family of models." Global Finance Journal (2025): 101170. https://doi.org/10.1016/j.gfj.2025.101170
  • Escobar-Anel, Marcos. "Local Stochastic Correlation Models for Derivative Pricing." Stats 8.3 (2025): 65. https://doi.org/10.3390/stats8030065
  • #110 - Faraz, Behzad-Hussein Azadie*, Hamid Arian, and Marcos Escobar-Anel. "Markov-Modulated and Shifted Wishart Processes with Applications in Derivatives Pricing." International Journal of Financial Studies 13.2 (2025): 91. https://doi.org/10.3390/ijfs13020091
  • Ruggeri, Fabrizio, et al. "Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?." Applied Stochastic Models in Business and Industry 41.2 (2025): e70004. https://doi.org/10.1002/asmb.70004
  • Escobar-Anel, M., Ferrando, S., Li*, F., & Xu, K. (2025). Data-Based Parametrization for Affine GARCH Models Across Multiple Time Scales—Roughness Implications. Econometrics13(1), 6. https://doi.org/10.3390/econometrics13010006
  • Escobar-Anel, Marcos, Yu-Jung Yang*, and Rudi Zagst. "Multivariate Affine GARCH in portfolio optimization. Analytical solutions and applications." The North American Journal of Economics and Finance 77 (2025): 102376. https://doi.org/10.1016/j.najef.2025.102376
  • Escobar-Anel, Marcos. "A generalized constant elasticity of volatility and correlation ratio (CEVC) model: Empirical evidence and application for portfolio optimization." Economic Modelling 147 (2025): 107039. https://doi.org/10.1016/j.econmod.2025.107039
  • M. Escobar-Anel, Yangyang* Hou, L. Stentoft, The shifted GARCH model with Affine variance: Applications in pricing. Finance Research Letters, 71 (2025): 106371https://doi.org/10.1016/j.frl.2024.106371
  • M. Escobar-Anel, Y. Havrylenko*, R. Zagst, An analytical solution for an incomplete market’s constrained portfolio problem under stochastic volatility. Annals of Operations Research, 347.3 (2025): 1265-1309https://doi.org/10.1007/s10479-024-06390-x

2024

  • Yuyang* Cheng, M. Escobar-Anel, Incomplete market analysis of optimal consumption and robust portfolio for the 4/2 stochastic volatility model. Proceedings of ICIAM, 2024.
  • M. Escobar-Anel, Y. Zhu*, M. Davison, Optimal market completion through financial derivatives with applications to volatility risk. Journal of Risk and Financial Management. 2024 17(10), 457https://doi.org/10.3390/jrfm17100457
  • M. Escobar-Anel, L. Stentoft, X. Ye*. Not All VIXs Are (Informationally) Equal: Evidence from Affine GARCH Option Pricing Models. Finance Research Letters69 (2024): 106053. https://doi.org/10.1016/j.frl.2024.106053
  • #100 - M. Escobar-Anel, Wei Li Fan*, A new type of CEV model. Properties, comparison and application to portfolio optimization. Stochastic Models, 2024. 1-35. https://doi.org/10.1080/15326349.2024.2327435
  • M. Escobar-Anel, Max Speck*, R. Zagst, Bayesian Learning in an Affine GARCH Model with Application to Portfolio Optimization. Mathematics, 2024. 12(11), 1611; https://doi.org/10.3390/math12111611
  • M. Escobar-Anel and Yijao Jiao*, Unraveling the relationship between sustainability and returns: a multi-attribute utility analysis. China Finance Review International, 2024. https://doi.org/10.1108/CFRI-09-2023-0241
  • Escobar-Anel, B. Spies*, R. Zagst, Do Jumps Matter in Discrete-Time Portfolio Optimization? Operations Research Perspectives, 2024, 100312https://doi.org/10.1016/j.orp.2024.100312
  • Escobar-Anel, M. and Yijao Jiao*, Robust portfolio optimization with ESG preference. Risks, 2024 12(2), 33; https://doi.org/10.3390/risks12020033
  • Escobar-Anel, M., B. Spies*, R. Zagst, Optimal consumption and investment in general affine GARCH models. OR Spectrum, (2024): 1-40. https://doi.org/10.1007/s00291-024-00749-z
  • Escobar-Anel, M., and Wei Li Fan*, Robust portfolio choice under the modified constant elasticity of variance model. Mathematics 2024, 12(3), 440https://doi.org/10.3390/math12030440
  • Escobar-Anel, M., Eric Molten*, R. Zagst, The Power of Derivatives in Portfolio Optimization under Affine GARCH models, Decisions in Economcis and Finance, Vol 47, pages 151–181 (2024). https://doi.org/10.1093/rfs/13.3.585
  • Escobar-Anel, Marcos, Ben Spies*, and Rudi Zagst. Mean–variance optimization under affine GARCH: A utility-based solution. Finance Research Letters 59 (2024) : 104749https://doi.org/10.1016/j.frl.2023.104749

2023

  • Escobar-Anel M., M. Kschoneck*, R. Zagst. Mind the Cap!--Constrained Portfolio Optimisation in Heston's Stochastic Volatility ModelQuantitative Finance,  23.12 (2023): 1793-1813https://doi.org/10.1080/14697688.2023.2271223 
  • #90 - Cheng*, Yuyang, and Marcos Escobar-Anel. Optimal consumption and robust portfolio choice for the 3/2 and 4/2 stochastic volatility models. Mathematics 11.18 (2023): 4020. https://doi.org/10.3390/math11184020
  • Escobar M., J. Rastegari, L. Stentoft. Multivariate Affine GARCH models with covariance-dependent Kernel. International Review of Financial Analysis, 2023. https://doi.org/10.1016/j.irfa.2023.102622
  • Escobar, M., Wei Li Fan*, The SEV-SV model, applications to portfolio optimization. Risks 202311(2), 30https://doi.org/10.3390/risks11020030
  • Yuyang Cheng*, M. Escobar-Anel, A multivariate 4/2 stochastic covariance model. Properties and applications to portfolio decisions. Quantitative Finance, 2023 23:3, 497-519, DOI: 10.1080/14697688.2022.2160936
  • Yuyang Cheng*, M. Escobar-Anel, A class of portfolio optimization solvable problems. Finance Research Letters,  52 (2023): 103373. https://doi.org/10.1016/j.frl.2022.103373
  • Escobar-Anel, M., L. Theilacker*, R. Zagst. A Neural Network Approach To Optimal Investment Strategies. Decisions in Economics and Finance. 2023. https://doi.org/10.1007/s10203-023-00388-z
  • Cheng*, Yuyang, and Marcos Escobar-Anel. "Robust portfolio choice under the 4/2 stochastic volatility model." IMA Journal of Management Mathematics 34.1 (2023): 221-256. https://doi.org/10.1093/imaman/dpab033

2022

2021

2020

  • Escobar-Anel, Marcos, Javad Rastegari, and Lars Stentoft. "Affine multivariate GARCH models." Journal of Banking & Finance 118 (2020). https://doi.org/10.1016/j.jbankfin.2020.105895
  • Escobar-Anel, Marcos, Javad Rastegari, and Lars Stentoft. "Option pricing with conditional GARCH models." European Journal of Operational Research 289.1 (2020): 350-363. http://dx.doi.org/10.1016/j.ejor.2020.07.002
  • Escobar, M., S. Panz*, R. Zagst. Pricing multiple barrier derivatives under stochastic volatility. Journal of Computational Finance 24.2 (2020)https://doi.org/10.21314/JCF.2020.395
  • Escobar, M., Y. Havrylenko*, R. Zagst. Optimal First-Loss Fee Structures in Hedge Funds. Journal of Banking and Finance, 2020. https://doi.org/10.1016/j.jbankfin.2020.105884
  • Escobar, M., A. Lichtenstern*, R. Zagst. Behavioral Portfolio Choice under Hyperbolic Absolute Risk Aversion. International Journal of Theoretical and Applied Finance (IJTAF) 23.07 (2020): 1-33. https://doi.org/10.1142/S0219024920500454
  • #60 - Escobar-Anel, M., A. Lichtenstern*, R. Zagst. Behavioral Finance driven Investment Strategies. Financial Markets and Portfolio Management, 34.4 (2020): 353-399. https://doi.org/10.1007/s11408-020-00353-5
  • Jiang, Wenjun*, Marcos Escobar-Anel, and Jiandong Ren. Optimal Insurance Contracts Under Distortion Risk Measures With Ambiguity Aversion. ASTIN Bulletin: The Journal of the IAA (2020): 1-28. https://doi.org/10.1017/asb.2020.12
  • Escobar, M., L. Fang*, Stochastic volatility model for the implied correlation index. Evidence, properties and pricing. Finance Research Letters, 35.C (2020)https://doi.org/10.1016/j.frl.2019.101309
  • Escobar‐Anel, Marcos, and Zhenxian Gong*. "The mean‐reverting 4/2 stochastic volatility model: Properties and financial applications." Applied Stochastic Models in Business and Industry (2020). https://doi.org/10.1002/asmb.2534

2019

2018

2017

2016

2015

2014

2013

2009-2012 (sample)