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Advanced Topics in Derivative Pricing
Coursera
Course
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Advanced Topics in Derivative Pricing

Columbia University

Explore advanced derivative pricing topics including the Black-Scholes model, Greeks, and risk management through scenario analysis for portfolio control.

Unknown6 weeksEnglish11,737 enrolled

About this Course

This course discusses topics in derivative pricing. The first module is designed to understand the Black-Scholes model and utilize it to derive Greeks, which measures the sensitivity of option value to variables such as underlying asset price, volatility, and time to maturity. Greeks are important in risk management and hedging and often used to measure portfolio value change. Then we will analyze risk management of derivatives portfolios from two perspectives—Greeks approach and scenario analysis. The second module reveals how option’s theoretical price links to real market price—by implied volatility. We will discuss pricing by volatility surface as well as explanations of volatility smile and skew, which are common in real markets. The third module involves topics in credit derivatives and structured products and focuses on Credit Debit Obligation (CDO), which played an important part in the past financial crisis starting from 2007. We will cover CDO’s definition, simple and synthetic versions of CDO, and CDO portfolios. The final module is the application of option pricing methodologies and takes natural gas and electricity related options as an example to introduce valuation methods such as dynamic programming in real options

What You'll Learn

  • Understand the Black-Scholes option pricing model
  • Derive Greeks to measure option value sensitivity
  • Analyze risk management using Greeks approach
  • Apply scenario analysis for portfolio risk

Prerequisites

  • Basic familiarity with the topic and its common terminology
  • Readiness to practice through applied exercises or case-based work

Instructors

G

Garud Iyengar

Tang Family Professor

A

Ali Hirsa

Professor of Professional Practice

M

Martin Haugh

Associate Professor of Practice

Topics

Finance
Business
Economics
Social Sciences
Financial Market
Probability Distribution
Risk Management
Mathematical Modeling
Financial Modeling
Derivatives

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

المالية
الأعمال
الاقتصاد
العلوم الاجتماعية
السوق المالية
توزيع الاحتمالات
إدارة المخاطر
النمذجة الرياضية
Financial Modeling
Derivatives

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