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January 1, 2010Proceedings of the Python in Science Conferences6,816 citationsOpen Access

Statsmodels: Econometric and Statistical Modeling with Python

SSSkipper SeaboldJPJosef Perktold

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Abstract

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.

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Seabold et al. (2010) studied this question.

synapsesocial.com/papers/69d56b4975589c71d767ca1bhttps://doi.org/10.25080/majora-92bf1922-011
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