Statsmodels is a Python library that provides classes and functions for estimating and testing statistical models. It includes descriptive statistics, statistical modeling, inference, and hypothesis testing. It's commonly used for time series analysis, regression analysis, and general statistical data analysis, offering a wide range of statistical tests, model diagnostics, and result statistics.
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