Statistical Tests and Models
9. Statistical Tests and ModelsΒΆ
statsmodelsis a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests, and statistical data exploration. An extensive list of result statistics are available for each estimator. The results are tested against existing statistical packages to ensure that they are correct. The package is released under the open source Modified BSD (3-clause) license. The online documentation is hosted at <statsmodels.org>.
statsmodelssupports specifying models using R-style formulas andpandas DataFrames.
There are multiple Python libraries/packages that allow you to perform complex statistical tests and build various models.