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.

Theory and implementatuon of various A/B experiments

Collection of personal Python Notebooks for Medical Thesis Statistics

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

Doubly robust estimators of ordinal treatment effects

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

Mann Whitney U Test Implementation

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

Анализ датасета по суицидам в Шаньдуне.

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

Shandong suicide dataset analysis

MyWork

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.

Credit Card Debt: Using analytics to drive innovation in the banking industry

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

Исследование влияния характеристик клиентов, которых страховая компания обслуживает, на размер страховых выплат

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

Statistically analyzing the results of an A-B test

R codes for Nonparametric Statistics

In this project, I learned data manipulation, analysis with statistics and machine learning, also visualization and scaling with big data tools such as mapper and reducer.