Learn how to construct copulas using rotation, the Khoudraji device, and mixtures. Clear theory with visual support
Sub Category
- Data Science
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Objectives
- Understand the logic behind copula construction using rotation, the Khoudraji device, and the mixture of copulas
- Discover how copula generation methods alter dependence structures and tail behavior
- Analyze the geometry and transformations of copulas with intuitive, high-quality visualizations
- Interpret how elliptical and Archimedean copulas behave under generation techniques
- Learn how tail dependence and correlation measures change through transformation
- Gain insight into when and why to use advanced copula generation methods in modeling
Pre Requisites
- Familiarity with probability theory: PDFs, CDFs, joint, marginal, and conditional distributions
- Interest in modeling dependencies beyond linear correlation
- Comfort working with mathematical expressions
- Motivation to understand abstract concepts through dynamic visualization
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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