Open-source Python statistical modelling library for regression, time series, ANOVA and statistical inference.
statsmodels is an open-source statistical modelling library in the Python ecosystem, supporting linear models, generalised linear models, time series, ANOVA, hypothesis testing and statistical inference. It suits research that needs model summaries, significance tests and classical statistical analysis.
Use cases: statistical modelling, regression analysis, time series, ANOVA, Python statistics
Note: for machine-learning prediction tasks combine it with scikit-learn; for statistical interpretation statsmodels is the better fit.
