MathWorks - Mobile View
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
MathWorks
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out

Videos and Webinars

  • MathWorks
  • Videos
  • Videos Home
  • Search
  • Videos Home
  • Search
  • Contact sales
  • Trial software
  Register to watch video
  • Description
  • Related Resources

Creating GARCH Models Using Econometric Modeler App

Kawee Numpacharoen, MathWorks

Learn how to build GARCH models (GARCH, EGARCH, and GJR) using the Econometric Modeler app. The data used in this demo is the historical price of the S&P 500 Index retrieved from FRED using Datafeed Toolbox™. Econometric modeling is an iterative process, but it can be much easier and faster using the Econometric Modeler app.

In this demo, you will learn how to:

  • Convert price to log-return by applying log and difference transformations
  • Perform Engle’s ARCH test
  • Fit GARCH(1,1,) EGARCH(1,1), and GJR(1,1)
  • Compare the fit statistics of GARCH models
  • Perform statistical analyses on residuals
  • Export the models to the MATLAB® workspace to perform Monte Carlo simulation, volatility forecasting, and other tasks

Related Products

  • Econometrics Toolbox
  • Datafeed Toolbox

Learn More

Download code

Feedback

Featured Product

Econometrics Toolbox

  • Request Trial
  • Get Pricing

Up Next:

37:13
Using MATLAB to Develop Macroeconomic Models

Related Videos:

59:53
Alpha Generation Using Thomson Reuters News Sentiment and...
12:01
News Sentiment Analysis Using MATLAB and RavenPack
2:42
Agilent Oscilloscopes: Using ScopeMath App
9:00
Access and Explore Relational Data with the Database...

View more related videos

MathWorks - Domain Selector

Select a Web Site

Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select: .

Select web site

You can also select a web site from the following list:

How to Get Best Site Performance

Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.

Americas

  • América Latina (Español)
  • Canada (English)
  • United States (English)

Europe

  • Belgium (English)
  • Denmark (English)
  • Deutschland (Deutsch)
  • España (Español)
  • Finland (English)
  • France (Français)
  • Ireland (English)
  • Italia (Italiano)
  • Luxembourg (English)
  • Netherlands (English)
  • Norway (English)
  • Österreich (Deutsch)
  • Portugal (English)
  • Sweden (English)
  • Switzerland
    • Deutsch
    • English
    • Français
  • United Kingdom (English)

Asia Pacific

  • Australia (English)
  • India (English)
  • New Zealand (English)
  • 中国
    • 简体中文Chinese
    • English
  • 日本Japanese (日本語)
  • 한국Korean (한국어)

Contact your local office

  • Contact sales
  • Trial software

Explore Products

  • MATLAB
  • Simulink
  • Student Software
  • Hardware Support
  • File Exchange

Try or Buy

  • Downloads
  • Trial Software
  • Contact Sales
  • Pricing and Licensing
  • How to Buy

Learn to Use

  • Documentation
  • Tutorials
  • Examples
  • Videos and Webinars
  • Training

Get Support

  • Installation Help
  • Answers
  • Consulting
  • License Center
  • Contact Support

About MathWorks

  • Careers
  • Newsroom
  • Social Mission
  • Contact Sales
  • About MathWorks

MathWorks

Accelerating the pace of engineering and science

MathWorks is the leading developer of mathematical computing software for engineers and scientists.

Discover…

  • Select a Web Site United States
  • Patents
  • Trademarks
  • Privacy Policy
  • Preventing Piracy
  • Application Status

© 1994-2021 The MathWorks, Inc.

  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • LinkedIn
  • RSS

Join the conversation