📊 RADGenT · Statistical Analysis
STMS — Statistics Tool
for Medical Students
Advanced statistical analysis for medical research — t-tests, ANOVA, regression, survival analysis, ML exploration, and publication-ready reports.
📈 t-tests & ANOVA
🔬 Regression & Survival
🤖 ML Exploration
📄 DOCX & PDF Reports
🧮 Sample Size & Power
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t-tests & ANOVA
Independent, paired & one-sample t-tests. One-way ANOVA with Tukey HSD and Bonferroni post-hoc. Effect sizes included.
Chi-square & Odds Ratios
Contingency tables, Cramer's V, odds ratios with 95% CI for 2×2 tables.
Regression & Survival
Linear & logistic regression, Kaplan-Meier curves, log-rank test, and Cox proportional hazards.
ML Exploration
Binary classification, ROC curves, feature importance using logistic regression. For exploratory analysis.
Sample Size & Power
Calculate required sample sizes for t-tests, ANOVA, correlations. Power analysis with Cohen's conventions.
Publication Reports
Generate DOCX and PDF reports with tables, charts, and effect sizes ready for submission.
Created by Dr. Sagar Agrawal
under guidance of Prof. Rahul Kumar
Department of Pharmacology & Therapeutics, King George's Medical University, Lucknow
Contact: rahulkgmu@gmail.com · sagaragrawal.kgmu@gmail.com
Department of Pharmacology & Therapeutics, King George's Medical University, Lucknow
Contact: rahulkgmu@gmail.com · sagaragrawal.kgmu@gmail.com