このコースについて： Financial Engineering is a multidisciplinary field drawing from finance and economics, mathematics, statistics, engineering and computational methods. The emphasis of FE & RM Part I will be on the use of simple stochastic models to price derivative securities in various asset classes including equities, fixed income, credit and mortgage-backed securities. We will also consider the role that some of these asset classes played during the financial crisis. A notable feature of this course will be an interview module with Emanuel Derman, the renowned ``quant'' and best-selling author of "My Life as a Quant". We hope that students who complete the course will begin to understand the "rocket science" behind financial engineering but perhaps more importantly, we hope they will also understand the limitations of this theory in practice and why financial models should always be treated with a healthy degree of skepticism. The follow-on course FE & RM Part II will continue to develop derivatives pricing models but it will also focus on asset allocation and portfolio optimization as well as other applications of financial engineering such as real options, commodity and energy derivatives and algorithmic trading.
作成者： Columbia University
講師： Martin Haugh, Co-Director, Center for Financial Engineering
Industrial Engineering & Operations Research講師： Garud Iyengar, Professor
Industrial Engineering and Operations Research Department
| 所要時間 | 12 hours videos and quizzes |
| 言語 | 英語 |
| 合格するには | すべてのテストに合格すると、このコースを完了できます。 |
| ユーザーの評価 |
シラバス
1 週目
Course Overview
An introduction to the course.
1個のビデオ, 2個の学習用教材
- Reading: Course Overview
- Reading: About Us
2 週目
Introduction to Basic Fixed Income Securities
Review of interest and basic fixed income securities; introduction to arbitrage pricing.
4個のビデオ, 2個の学習用教材
- Reading: Lesson Supplements
- 動画: Interest Rates and Fixed Income Instruments
- Reading: Lesson Supplements
- 動画: Floating Rate Bonds and Term Structure of Interest Rates
- 動画: Forward Contracts
評価済み: Introduction to Basic Fixed Income Securities
3 週目
Introduction to Derivative Securities
The mechanics of forwards, futures, swaps and options. Option pricing in the 1-period binomial model.
7個のビデオ, 2個の学習用教材
- Reading: Lesson Supplements
- 動画: Futures
- 動画: Futures Excel
- Reading: Lesson Supplements
- 動画: Options
- 動画: Options Pricing
- 動画: The 1-Period Binomial Model
- 動画: Option Pricing in the 1-Period Binomial Model
評価済み: Introduction to Derivative Securities
4 週目
Option Pricing in the Multi-Period Binomial Model
Derivatives pricing in the binomial model including European and American options; handling dividends; pricing forwards and futures; convergence of the binomial model to Black-Scholes.
8個のビデオ, 2個の学習用教材
- Reading: Lesson Supplements
- 動画: What’s Going On?
- 動画: Pricing American Options
- 動画: Replicating Strategies
- 動画: Including Dividends
- 動画: Pricing Forwards and Futures in the Binomial Model
- 動画: The Black-Scholes Model
- 動画: An Example: Pricing a European Put on a Futures Contract
- Reading: Quiz Instructions
評価済み: Option Pricing in the Multi-Period Binomial Model
5 週目
Term Structure Models I
Binomial lattice models of the short-rate; pricing fixed income derivative securities including caps, floors swaps and swaptions; the forward equations and elementary securities.
8個のビデオ, 2個の学習用教材
- Reading: Lesson Supplements
- 動画: The Cash Account and Pricing Zero-Coupon Bonds
- 動画: Fixed Income Derivatives: Options on Bonds
- 動画: Fixed Income Derivatives: Bond Forwards
- 動画: Fixed Income Derivatives: Bond Futures
- 動画: Fixed Income Derivatives: Caplets and Floorlets
- 動画: Fixed Income Derivatives: Swaps and Swaptions
- 動画: The Forward Equations
- Reading: Quiz Instructions
評価済み: Term Structure Models I
6 週目
Term Structure Models II and Introduction to Credit Derivatives
Calibration of term-structure models; the Black-Derman-Toy and Ho-Lee models. Limitations of term-structure models and derivatives pricing models in general. Introduction to credit-default swaps (CDS) and the pricing of CDS and defaultable bonds.
8個のビデオ, 3個の学習用教材
- Reading: Lesson Supplements
- 動画: An Application: Pricing a Payer Swaption in a BDT Model
- 動画: Fixed Income Derivatives Pricing in Practice
- Reading: Lesson Supplements
- 動画: Modeling Defaultable Bonds
- 動画: Pricing Defaultable Bonds
- 動画: Credit Default Swaps
- 動画: Pricing Credit Default Swaps
- 動画: Interview with Emmanuel Derman
- Reading: Quiz Instructions
評価済み: Term Structure Models II and Introduction to Credit Derivatives
7 週目
Introduction to Mortgage Mathematics and Mortgage-Backed Securities
Basic mortgage mathematics; mechanics of mortgage-backed securities (MBS) including pass-throughs, principal-only and interest-only securities, and CMOs; pricing of MBS; MBS and the financial crisis.
7個のビデオ, 2個の学習用教材
- Reading: Lesson Supplements
- 動画: Prepayment Risk and Mortgage Pass-Throughs
- 動画: Mortgage Pass-Throughs in Excel
- 動画: Principal-Only and Interest-Only MBS
- 動画: Risks of Principal-Only and Interest-Only MBS
- 動画: Collateralized Mortgage Obligations (CMOs)
- 動画: Pricing Mortgage-Backed Securities
- Reading: Quiz Instructions
評価済み: Introduction to Mortgage Mathematics and Mortgage-Backed Securities
8 週目
Background Material
10個のビデオ, 1個の学習用教材
- Reading: Lesson Supplements
- 動画: Review of Conditional Expectations and Variances
- 動画: Review of Multivariate Distributions
- 動画: The Multivariate Normal Distribution
- 動画: Introduction to Martingales
- 動画: Introduction to Brownian Motion
- 動画: Geometric Brownian Motion
- 動画: Review of Vectors
- 動画: Review of Matrices
- 動画: Review of Linear Optimization
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作成者
Columbia University
For more than 250 years, Columbia has been a leader in higher education in the nation and around the world. At the core of our wide range of academic inquiry is the commitment to attract and engage the best minds in pursuit of greater human understanding, pioneering new discoveries and service to society.
評価とレビュー
I found it to be a very interesting course and the teachers were very clear in their concepts, as well as an excellent didactic material to better understand the topics covered. I thank Coursera for the teachers and the monitors who were always very attentive to answer the questions and help solve the problems that arose in the preparation of the tasks.
The classmates were very supportive and gave light when one had problems to solve the tasks.
Thanks a lot to everyone.
Very very cool
It's very insightful and eye-opening for me, since this course topic is not quite popular in my country
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I love the course. The course is rich with good content. I have a financial background but i am new to the financial engineering, so I had hard time to follow some financial models. I feel like it would be much enjoyable and easy to follow theories if the financial models can explain with examples. Other than that the course is great.