statsmodels

Master statsmodels: classical statistics in Python. Learn OLS, GLM, time series (ARIMA, SARIMAX), and the diagnostics and inference tools sklearn lacks.

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6

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

statsmodels Overview

Beginner

OLS and GLM

Intermediate

ARIMA and SARIMAX

Intermediate

VAR and Cointegration

Advanced

Hypothesis Testing

Intermediate

statsmodels vs sklearn

Intermediate