StatsPAI: A Python Replacement for Econometrics
StatsPAI is a Python-native package designed to streamline econometric and causal inference workflows, traditionally handled by Stata and R. It offers a comprehensive suite of over 1,157 functions, allowing users to perform tasks such as model estimation, diagnostics, and result exporting seamlessly within Python. Key features include Stata and R command equivalents, native Python outputs, and validation metadata to ensure reliability. Additionally, it supports interactive plot editing and provides built-in teaching datasets to facilitate learning and application.
The program aims to provide empirical researchers with a smooth transition from Stata/R to Python, maintaining familiarity while leveraging Python's capabilities. Users can engage with a variety of econometric methods, including OLS, IV regression, and synthetic control, all within a single API. StatsPAI is equipped with tools for exporting results in formats compatible with various documentation styles, enhancing collaboration among researchers.
