:og:title: evaluate_variance() - DataSafari Official Docs
:og:description: Evaluate variance homogeneity across groups defined by a categorical variable within a dataset, using several statistical tests, dynamically chosen based on data suitability.
:og:image: https://www.datasafari.dev/docs/_static/thumbs/ds-branding-thumb-sub-docs-evaluator.png

.. meta::
   :description: Evaluate variance homogeneity across groups defined by a categorical variable within a dataset, using several statistical tests, dynamically chosen based on data suitability.
   :keywords: DataSafari, DataSafari documentation, variance homogeneity, Levene's test, Bartlett's test, Fligner-Killeen test, consensus method, statistical testing, group variance analysis, pandas DataFrame, statistical inference, data homogeneity, analytical decision-making, automated testing pipelines, non-parametric tests, statistical data analysis, normality assumption
   :author: George Dreemer
   :robots: index, follow

===================
evaluate_variance()
===================

.. currentmodule:: datasafari.evaluator

.. autofunction:: evaluate_variance