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Edgar Alfonso Rojas Veloza

En este MOOC de URosarioX se abordarán temas relacionados con el manejo de un portafolio y el riesgo financiero que este conlleva, siendo el principal objetivo de fondos de inversión, bancos, compañías de seguros, fondos de pensiones, entre otros. Todos estos entes tienen dentro de su balance activos y pasivos los cuales sufren movimientos en su valor a través del tiempo como consecuencia de los movimientos del mercado. Estos movimientos generan el principal objetivo de este curso el cual es cuantificar el riesgo financiero mediante herramientas estadísticas utilizando R.

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En este MOOC de URosarioX se abordarán temas relacionados con el manejo de un portafolio y el riesgo financiero que este conlleva, siendo el principal objetivo de fondos de inversión, bancos, compañías de seguros, fondos de pensiones, entre otros. Todos estos entes tienen dentro de su balance activos y pasivos los cuales sufren movimientos en su valor a través del tiempo como consecuencia de los movimientos del mercado. Estos movimientos generan el principal objetivo de este curso el cual es cuantificar el riesgo financiero mediante herramientas estadísticas utilizando R.

En este curso aprenderás sobre sobre la recopilación de información para realizar análisis, el cálculo de la rentabilidad discreta y continua, comprenderás cómo analizar el riesgo financiero a través de técnicas estadísticas y cómo determinar la distribución normal. Así mismo, identificarás cómo realizar análisis VaR y ES, estimar volatilidad aplicando -student y el Modelo Garch.

En esta experiencia de aprendizaje, encontrarás material diverso que te permitirá afianzar tu proceso de aprendizaje, encontrarás varios recursos de videos con los que lograrás comprender fácilmente los temas abordados.

De igual forma, como parte de la estrategia del curso, se contará con el testimonio y las orientaciones de expertos en diferentes áreas de la compañía Acciones y Valores S.A. Comisionistas de bolsa, que en sus más de 60 años es una de las más innovadoras, con productos y servicios que reportan los mayores beneficios a sus clientes. ****

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What's inside

Learning objectives

  • Recopilar información para realizar análisis.
  • Calcular la rentabilidad discreta y continua y determinar la distribución de la información.
  • Comprender la distribución normal (asimetría, curtosis).
  • Calcular el valor en riesgo y la pérdida esperada y calcular el valor en riesgo y pérdida esperada cuando la distribución no es normal.
  • Comprender la distribución t-student y el modelo garch.

Syllabus

Módulo 1. Información y rendimientos
Consulta y estructura de la información
Rentabilidad discreta y continua
Rendimiento discreto y continuo
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Módulo 2. Valor en Riesgo y Pérdida Esperada
Distribución normal
¿Cómo se aplica el VaR?
Simulación de VaR y Es
Módulo 3. Distribución normal
Características de la distribución normal
Distribución t-student
Simulación con t-student
Módulo 4. Garch y Volatilidad
Distribución histórica vs. Distribución futura
Modelo Garch
Simulación a partir del Modelo Garch

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Dirigido a profesionales de finanzas, riesgos, portafolios, e inversión
Se enfoca en cuantificar el riesgo financiero utilizando herramientas estadísticas
Incluye testimonios y orientaciones de expertos en el área
Requiere conocimientos previos en estadística
Se utiliza el software R para el análisis

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Herramientas estadísticas y riesgos financiero with these activities:
Realizar ejercicios de cálculo de rentabilidad.
Resolver ejercicios de cálculo de rentabilidad te permitirá fortalecer tu comprensión de este concepto clave en la gestión de carteras.
Show steps
  • Calcular la rentabilidad discreta y continua de diferentes activos.
  • Interpretar los resultados y aplicarlos a situaciones de inversión.
Show all one activities

Career center

Learners who complete Herramientas estadísticas y riesgos financiero will develop knowledge and skills that may be useful to these careers:
Financial Analyst
Financial Analysts use their understanding of financial markets to make recommendations about investments and financial planning. This course will provide you with the tools and techniques you need to succeed in this role. You'll learn how to analyze financial data, calculate risk, and make informed decisions about financial investments.
Portfolio Manager
Portfolio Managers are responsible for managing investment portfolios for individuals and institutions. This course will provide you with the tools and techniques you need to succeed in this role. You'll learn how to analyze financial data, calculate risk, and make informed decisions about financial investments.
Risk Manager
Risk Managers are responsible for identifying, assessing, and mitigating financial risks. This course will help you build a strong foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments. With this knowledge, you'll be well-prepared to enter the exciting and rewarding field of risk management.
Quantitative Analyst
Quantitative Analysts use mathematical and statistical models to analyze financial data and make predictions about future market trends. This course will help you build a strong foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments. With this knowledge, you'll be well-prepared to enter the exciting and rewarding field of quantitative finance.
Actuary
Actuaries use mathematical and statistical models to assess risk and uncertainty in the insurance and financial industries. This course will help you build a strong foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Data Scientist
Data Scientists use statistical models and machine learning to analyze data and make predictions. This course will help you build a strong foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Economist
Economists use statistical models and techniques to analyze economic data and make predictions. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Financial Advisor
Financial Advisors help individuals and families manage their finances. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Management Consultant
Management Consultants help organizations improve their performance. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Insurance Analyst
Insurance Analysts use statistical models and techniques to analyze risk and uncertainty in the insurance industry. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Business Analyst
Business Analysts use data and analytics to improve business processes and make better decisions. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Statistician
Statisticians use statistical models and techniques to analyze data and make predictions. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Data Analyst
Data Analysts use statistical models and techniques to analyze data and make predictions. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Risk Analyst
Risk Analysts use statistical models and techniques to analyze risk and uncertainty. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.
Investment Banker
Investment Bankers help companies raise capital and advise them on mergers and acquisitions. This course may help you build a foundation in the statistical tools and techniques that are essential for success in this role. You'll learn how to collect and analyze data, calculate risk, and make informed decisions about financial investments.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Herramientas estadísticas y riesgos financiero.
Esta extensa obra de referencia proporciona una cobertura integral de todos los aspectos de la gestión de riesgos financieros.
Esta obra clásica en el campo del análisis de riesgos financieros proporciona una cobertura integral del Valor en Riesgo (VaR) y sus aplicaciones.
Este libro proporciona una base estadística sólida para el análisis y la gestión de riesgos financieros.
Este libro introduce los métodos estadísticos esenciales utilizados en el análisis y la gestión de riesgos financieros.
Esta obra examina el papel de las instituciones financieras en la gestión de riesgos y cómo se ven afectadas por los riesgos financieros.
Esta obra examina la gestión de riesgos en el contexto bancario y proporciona una visión general de las prácticas de gestión de riesgos.
Este libro está diseñado para profesionales no financieros que buscan comprender y gestionar los riesgos financieros.

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