We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Copulas and Wall Street
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > Copulas and Wall Street
Data MiningPredictive Analytics

Copulas and Wall Street

DavidMSmith
DavidMSmith
2 Min Read
Copulas and Wall Street
Photo by francok35 on Pixabay (https://pixabay.com/photos/insects-beetles-trichodes-apiarius-821566/)
SHARE

Wired Magazine has an article this week on the credit crisis: Recipe for Disaster: The Formula That Killed Wall Street. I mention it here as the first instance I know of where the phrase "Gaussian Copula" has been used in a mainstream-media article. David X Li's Gaussian Copula function is detailed in a sidebar to the article along with concepts like "survival times", "distribution functions", and "correlation parameter". Surprisingly, the article makes no mention of extreme value theory, but the concept is certainly captured well in this quote:

People used the Gaussian copula model to convince themselves they didn't have any risk at all, when in fact they just didn't have any risk 99 percent of the time. The other 1 percent of the time they blew up.

Other articles have made a similar point about stuffing risk into the tails, but this is the first I've seen that describes its statistical underpinnings.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
How an Online MBA in Marketing Connects AI and Data Analytics
Analytics Artificial Intelligence Big Data Exclusive
Flat editorial illustration: The article connects commercial drone capture with integrated software workflows that organize and r
Drone Technology as a Business Investment: Calculating ROI, Costs, and Long-Term Value
Business Intelligence Marketing Software
Flat editorial illustration: The article connects weekly technician productivity and related shop metrics to timely scheduling an
Workforce Analytics for Auto Repair Shops: Reading Technician Productivity Weekly
Business Intelligence Exclusive
Flat editorial illustration: A business-editorial depiction of two account-growth routes: data-guided targeted advertising and cr
Targeted Ads and Cross-Promotion: Using Audience Segments and Platform Statistics to Grow
Exclusive Social Data

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

How to Set up a Predictive Maintenance Project that is Set for Success
Analytics

How to Set up a Predictive Maintenance Project that is Set for Success

4 Min Read
How Your Hadoop Distribution Could Lose Your Data Forever
AnalyticsBig DataBusiness IntelligenceCloud ComputingData MiningData QualityData VisualizationData WarehousingHadoopITMapReduceOpen SourceSecuritySocial DataSoftwareSQLUnstructured DataWorkforce Data

How Your Hadoop Distribution Could Lose Your Data Forever

0 Min Read
How Big Data Analytics Reveal Your Most Intimate Secrets
AnalyticsBig DataBusiness IntelligenceCulture/LeadershipData ManagementData MiningModelingPredictive AnalyticsPrivacySocial DataSocial Media AnalyticsTransparencyWeb Analytics

How Big Data Analytics Reveal Your Most Intimate Secrets

8 Min Read
SPSS and R
Data Mining

SPSS and R

6 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?