Python's statsmodels is a powerful library designed for estimating and interpreting statistical models. It provides a comprehensive set of tools for data exploration, statistical modeling, and hypothesis testing, particularly useful in time series analysis such as ARIMA models. This library allows users to build, fit, and evaluate various statistical models while offering an easy-to-use interface for visualizing results and conducting diagnostics.
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