Marcos Escobar-Anel

Western University

1151 Richmond St

London, Ontario N6A 3K7

Canada

SCHOLARLY PAPERS

17

DOWNLOADS

1,264

TOTAL CITATIONS

5

Scholarly Papers (17)

1.

Conditional Correlation via Generalized Random Forests; Application to Hedge Funds

Number of pages: 22 Posted: 06 Jun 2024
Ahmad Aghapour, Hamid R. Arian, Marcos Escobar-Anel and Luis A. Seco
University of Michigan at Ann Arbor, York University, Western University and University of Toronto
Downloads 289 (225,034)

Abstract:

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Heterogeneous correlation; Random Forests; Decision Trees; Conditional Correlation

2.

Setting the VIX Free: A Generalized Affine GARCH Model

Number of pages: 62 Posted: 16 Dec 2023
Marcos Escobar-Anel, Lars Stentoft and Xize Ye
Western University, Department of Economics, University of Western Ontario and University of Western Ontario
Downloads 137 (447,994)

Abstract:

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Affine models, Heston-Nandi GARCH, VIX volatility index

3.

A Multiple Risk Aversions Utility. An Example on ESG Investments

Number of pages: 12 Posted: 01 Jun 2022
Marcos Escobar-Anel
Western University
Downloads 111 (527,782)

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Multiple risk-aversion levels, Optimal control, Expected Utility Theory, multivariate utility, HJB equation

4.

Conditional Non-linear Asset Pricing with Generalized Random Forests; Evidence and Examples

preprint, preprint
Number of pages: 8 Posted: 26 Aug 2024
Ahmad Aghapour, Hamid R. Arian and Marcos Escobar-Anel
University of Michigan at Ann Arbor, York University and Western University
Downloads 106 (546,041)

Abstract:

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Asset Pricing, Machine Learning, Generalized Random Forest

5.

A New Type of Cev Model. Properties, Comparison and Application to Portfolio Optimization

Number of pages: 28 Posted: 04 Dec 2023
Marcos Escobar-Anel and Wei Li Fan
Western University and Western University
Downloads 76 (673,185)
Citation 1

Abstract:

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CEV model; Expected Utility; HARA; Weak solutions

6.

Not All Vixs are (Informationally) Equal: Evidence from Affine GARCH Option Pricing Models

Number of pages: 23 Posted: 21 Feb 2024
Marcos Escobar-Anel, Lars Stentoft and Xize Ye
Western University, Department of Economics, University of Western Ontario and University of Western Ontario
Downloads 74 (683,111)
Citation 1

Abstract:

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VIX maturity, Affine GARCH, Option pricing

7.

Covariance Dependent Kernels, a Q-Affine GARCH for multi-asset option pricing

Number of pages: 32 Posted: 18 Nov 2021
Javad Rastegari, Lars Stentoft and Marcos Escobar-Anel
Western University, Department of Economics, University of Western Ontario and Western University
Downloads 66 (726,892)

Abstract:

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Pricing, multi-asset options, GARCH models, Closed form solutions, Covariance dependent kernel, maximum likelihood estimation

8.
Downloads 65 (738,494)

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Elasticity of volatility, elasticity of correlation, local correlation, estimation, portfolio optimization, expected utility theory, existence and uniqueness

9.

Mean-Variance Optimization Under Affine GARCH: A Utility-Based Solution

Number of pages: 11 Posted: 05 Oct 2023
Marcos Escobar-Anel, Ben Spies and Rudi Zagst
Western University, Technische Universität München (TUM) - Chair of Mathematical Finance and Technische Universität München (TUM) - Chair of Mathematical Finance
Downloads 60 (763,293)
Citation 2

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Dynamic portfolio optimization, affine GARCH models, mean-variance, efficient frontier, HARA utility, CPPI strategy

10.

Multivariate Affine GARCH in portfolio optimization

Number of pages: 38 Posted: 15 Apr 2024
Marcos Escobar-Anel, Yu Jung Yang and Rudi Zagst
Western University, Technische Universität München (TUM) and Technische Universität München (TUM) - Chair of Mathematical Finance
Downloads 54 (804,112)
Citation 1

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Expected Utility, CRRA utility, multivariate Affine GARCH, Portfolio optimization

11.

The Shifted GARCH Model with Affine Variance: Applications in Pricing

Number of pages: 29 Posted: 23 May 2024
Lars Stentoft, Marcos Escobar-Anel and Yangyang Hou
Department of Economics, University of Western Ontario, Western University and Western University
Downloads 48 (849,630)

Abstract:

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Affine GARCH, Maximum Likelihood Estimation, simulation, Option Pricing, Moment Generating Function

12.

Analytical Fixed Income Pricing in Discrete-time: A New Family of Models

Number of pages: 18 Posted: 13 Feb 2024 Last Revised: 16 Aug 2024
Marcos Escobar-Anel, Lars Stentoft and Xize Ye
Western University, Department of Economics, University of Western Ontario and University of Western Ontario
Downloads 45 (874,559)

Abstract:

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interest rate model, bond pricing, forward rates, fixed income products

13.

Incomplete Market Analysis of Optimal Consumption and Robust Portfolio for the 4/2 Stochastic Volatility Model

Number of pages: 22 Posted: 16 Sep 2024 Last Revised: 02 Dec 2024
Marcos Escobar-Anel and Yuyang Cheng
Western University and Canadian Imperial Bank of Commerce
Downloads 44 (891,911)

Abstract:

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4/2 stochastic volatility model, CRRA utility and consumption, optimal portfolio choice, Heston's model, 3/2 model, robust portfolio analysis

14.

Data Based Parametrization for Affine GARCH Models Across Multiple Time Scales. Roughness Implications

Number of pages: 19 Posted: 19 Dec 2024
Marcos Escobar-Anel, Sebastian Ferrando, Fuyu Li and Ke Xu
Western University, Toronto Metropolitan University (formerly Ryerson University), University of Victoria and University of Victoria
Downloads 38 (938,128)

Abstract:

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Affine GARCH, Maximum likelihood estimation, time-scale parameterization, Rough volatility

15.

The Power of Human Capital in Lifecycles. Insights from a Flexible Framework

Number of pages: 33 Posted: 22 Feb 2025
William Lim, Gaurav Khemka and Marcos Escobar-Anel
Australian National University (ANU), Australian National University (ANU) and Western University
Downloads 25 (1,079,428)

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Utility maximization, Human capital modelling, Investor's life cycle, Borrowing costs, Welfare loss

16.

A multi-attribute non-pecuniary utility analysis of sustainable investing

Number of pages: 38 Posted: 13 Feb 2025
Marcos Escobar-Anel and Yiyao Jiao
Western University and Western University
Downloads 19 (1,154,252)

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ESG modeling, ESG rating, multi-attribute utility, sustainable investing, equilibrium analysis, ESG premium, JEL CLASSIFICATION Q51, G11, C68, C61

17.

Do Jumps Matter in Discrete-Time Portfolio Optimization?

Number of pages: 31 Posted: 25 Apr 2024
Marcos Escobar-Anel, Ben Spies and Rudi Zagst
Western University, Technische Universität München (TUM) - Chair of Mathematical Finance and Technische Universität München (TUM) - Chair of Mathematical Finance
Downloads 7 (1,285,453)

Abstract:

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Dynamic portfolio optimization, Lévy GARCH models, jumps, wealth-equivalent loss