Python's statsmodels is a powerful library that provides classes and functions for estimating and testing statistical models, with a particular focus on time series analysis. It allows users to build various models, including ARIMA, which is essential for analyzing and forecasting time-dependent data. The library also offers tools for conducting hypothesis tests and providing detailed statistical summaries of the results.
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