Statmanager-kr: A User-friendly Statistical Package for Python in Pandas
Changseok Lee · The Journal of Open Source Software · 2024
Python is one of the most accessible and adaptable programming languages, utilized in various research domains, including statistics.However, few statistical packages inherit these characteristics of Python, leaving researchers unfamiliar with programming languages dependent on other expensive software.To address this gap, Statmanager-kr has been developed to provide non-programmers with convenient access to statistical functions.Statmanager-kr is designed to be compatible with Pandas.DataFrame and enables statistical analyses using a single method with a relatively small number of parameters.With SciPy and statsmodels ensuring the validity of analyses, Statmanager-kr offers functions for hypothesis testing, comparing between-group and within-group differences, regression, correlations, data visualization, and more.