Projects in Awesome Lists tagged with statmodels

https://github.com/vermenea/masters---ad-signaling-pathway-using-hsp90-inhibitor

Influence of 17-AAG a Hsp90 inhibitor on signaling pathway in Atopic Dermatitis

matplotlib numpy pandas python seaborn statmodels

Last synced: 30 Oct 2025

https://github.com/adirbella37/safety-analytics-project

Final project in Safety Management: analytics and predictive modeling for occupational incidents. Includes EDA, logistic regression, Poisson/Negative Binomial with overdispersion checks, ROC/AUC, and prediction exercises.

classification data-visualization drunk-and-drive eda logistic-regression matplotlib negative-binomial numpy occupational-safety overdispersion pandas poisson-regression python road-safety roc-auc scikit-learn seaborn statmodels

Last synced: 30 Dec 2025

https://github.com/pb319/segment-stream

A repository dedicated to the analysis of customer segmentation. This project aims to implement and evaluate various segmentation methodologies, drawing inspiration and techniques from current research in the field.

customer-segmentation hypothesis-testing jupyter-notebook kmeans-clustering matplotlib multivariate-analysis pandas plotly python regression-analysis regression-model seaborn sklearn statmodels

Last synced: 11 May 2025

https://github.com/amruta33/telecom-churn-case-study

Building a classification model for reducing the churn rate for a telecom company.

logistic-regression matplotlib numpy pandas plotly python seaborn skit-learn statmodels

Last synced: 21 Jul 2025

https://github.com/jabulente/effects-size-measurements

This repo implements scalable, reusable Python scripts to compute key effect size metrics—including Pearson’s r, Eta-squared, Partial Eta-squared, and Cohen’s d—to help quantify relationships and differences in data for statistical analysis.

cohens-d correlation-analysis data-analysis data-science effect-size-measurements effect-sizes matplotlib-pyplot numpy p-values pandas pearsonr python real-world-applications scipy-stats statistics statmodels