论文标题
来自Copulae抽样的Python包:Clayton
A Python Package for Sampling from Copulae: clayton
论文作者
论文摘要
软件包\ textsf {clayton}设计为直观,用户友好且高效。它提供了各种各样的模型,包括Archimedean,Elliptical和Extreme。该软件包以纯\ textsf {python}实现,使其易于安装和使用。此外,我们提供详细的文档和示例,以帮助用户快速入门。我们还与现有\ textsf {r}软件包进行了性能比较,以证明我们实施的效率。 \ textsf {clayton}软件包对于在\ textsf {python}中与Copulas一起工作的研究人员和从业者来说是一个有价值的工具。
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}.