mann-whitney

This is an initiative to help understand Statistical methods and Machine learning in a naive manner. You will find scripts, and theoretical contents required to clarify concepts, especially for bio-informatic students.

Collection of personal Python Notebooks for Medical Thesis Statistics

Theory and implementatuon of various A/B experiments

Doubly robust estimators of ordinal treatment effects

CLI micro- and macro-benchmarking for Node, Deno, and Bun — hot loops, ms-scale operations, and whole commands — with nonparametric statistics and significance testing.

Analysis of MS lesions locations and their relation to the developing disability

An NPM module for computing the Mann-Whitney U test (a nonparametric statistical test)

Mann Whitney U Test Implementation

[MATLAB] A toolbox containing the standard non-parametric tests used.

Inferential analysis with two sample t-tests and Mann Whitney U, to test a change implemented from a game patch

Como descrever meus dados? Quais testes estatísticos devo usar? Síntese dos testes estatísticos (introdutórios) que podem ser usados em uma análise de dados em saúde.

Тыкаюсь в темах интенсива A/B-week от ШАДа

Shandong suicide dataset analysis

Анализ датасета по суицидам в Шаньдуне.

Python Statistical HealthCare Data Analysis

ClusterLens is an interpretability engine for clustered / segmented data.

Optimización de ingresos e-commerce mediante priorización ICE/RICE y análisis de Tests A/B. Implementación robusta con Mann-Whitney U, corrección de Bonferroni y filtrado técnico de outliers (P96/P97) para identificar el impacto real en conversión. Desarrollado con Python y Pandas 3.0 (PyArrow backend) para procesamiento de alto rendimiento.

This R script provides a fully automated framework for conducting independent-samples hypothesis tests to compare two groups on a continuous numeric outcome. It is designed for flexible reuse across datasets and projects in data science, human performance, and research.

Data science project, analysing a new appointment booking product. First draft.

This script computes two indices of effect size for pairwise comparisons based on the Mann Whitney U statistic.