getsmodels

Getsmodels is a Python library designed for statistical modeling and econometrics. It is built on top of the popular NumPy and SciPy libraries, providing a high-level interface for users to estimate and interpret various statistical models. The library supports a wide range of models, including linear regression, generalized linear models, and time series analysis. Getsmodels is particularly useful for researchers and data scientists who need to perform robust statistical analysis and interpret the results in a straightforward manner. One of its key features is the ability to handle missing data and perform diagnostics, which are essential for ensuring the validity of the models. The library also includes tools for hypothesis testing and model comparison, making it a comprehensive tool for statistical modeling in Python. Getsmodels is open-source and actively maintained, with a growing community of users contributing to its development and improvement.