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Statsmodels: Econometric and Statistical Modeling with Python

Skipper Seabold; Josef Perktold · Proceedings of the Python in Science Conferences · 2010

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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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APA 7

Seabold, S. & Perktold, J. (2010). Statsmodels: Econometric and Statistical Modeling with Python. https://doi.org/10.25080/majora-92bf1922-011

MLA

Seabold, Skipper, and Josef Perktold. "Statsmodels: Econometric and Statistical Modeling with Python." 2010. https://doi.org/10.25080/majora-92bf1922-011.

Chicago

Seabold, Skipper and Josef Perktold. 2010. "Statsmodels: Econometric and Statistical Modeling with Python.". https://doi.org/10.25080/majora-92bf1922-011.

Harvard

Seabold, S. and Perktold, J. 2010, Statsmodels: Econometric and Statistical Modeling with Python, Proceedings of the Python in Science Conferences, available at: https://doi.org/10.25080/majora-92bf1922-011 [Accessed 9 Aug. 2026].

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Title
Statsmodels: Econometric and Statistical Modeling with Python
Author / contributors
Skipper Seabold; Josef Perktold
Publisher
Proceedings of the Python in Science Conferences
Publication year
2010
Language
English

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