Statsmodels: Econometric and Statistical Modeling with Python

作者：Skipper Seabold, Josef Perktold · 发表于：Proceedings of the Python in Science Conferences · 年份：2010 · DOI：10.25080/majora-92bf1922-011 · 被引用次数：6861 · 研究领域：Computational Physics and Python Applications

Statsmodels is a library for statistical and econometric analysis in Python.This paper discusses the current relationship between statistics and Python and open source more generally, outlining how the statsmodels package fills a gap in this relationship.An overview of statsmodels is provided, including a discussion of the overarching design and philosophy, what can be found in the package, and some usage examples.The paper concludes with a look at what the future holds.