Fuzzy Portfolio Selection with Sugeno Type Fuzzy Neural Network: Investing in the Mexican Stock Market
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- Yu, Hui-Kuang, 2005. "Weighted fuzzy time series models for TAIEX forecasting," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 349(3), pages 609-624.
- Masoud Rahiminezhad Galankashi & Farimah Mokhatab Rafiei & Maryam Ghezelbash, 2020. "Portfolio selection: a fuzzy-ANP approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-34, December.
- Markowitz, Harry M, 1991.
"Foundations of Portfolio Theory,"
Journal of Finance, American Finance Association, vol. 46(2), pages 469-477, June.
- Markowitz, Harry M., 1990. "Foundations of Portfolio Theory," Nobel Prize in Economics documents 1990-1, Nobel Prize Committee.
- Medina Reyes, José Eduardo & Castro Pérez, Judith Jazmin & Cabrera Llanos, Agustín Ignacio & Cruz Aké, Salvador, 2020. "Red neuronal autorregresiva difusa tipo Sugeno con funciones de membresía triangular y trapezoidal: una aplicación al pronóstico de índices del mercado bursátil / Sugeno Type Fuzzy Nonlinear Autoregre," Estocástica: finanzas y riesgo, Departamento de Administración de la Universidad Autónoma Metropolitana Unidad Azcapotzalco, vol. 10(1), pages 77-101, enero-jun.
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More about this item
Keywords
Teoría de Portafolios; Teoría Difusa; Red Neuronal Difusa; Mercados Financieros; Teoría de Portafolios de Markowitz;All these keywords.
JEL classification:
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
- C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
- E7 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
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