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A Python Package for Sampling from Copulae: clayton
- Publication Year :
- 2022
-
Abstract
- The package \textsf{clayton} is designed to be intuitive, user-friendly, and efficient. It offers a wide range of copula models, including Archimedean, Elliptical, and Extreme. The package is implemented in pure \textsf{Python}, making it easy to install and use. In addition, we provide detailed documentation and examples to help users get started quickly. We also conduct a performance comparison with existing \textsf{R} packages, demonstrating the efficiency of our implementation. The \textsf{clayton} package is a valuable tool for researchers and practitioners working with copulas in \textsf{Python}.<br />Comment: 25 pages, 6 figures, 6 tables. Computo, January 2023
- Subjects :
- Statistics - Computation
65C10, 62H05
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2203.17177
- Document Type :
- Working Paper