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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
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
Inferential analysis with two sample t-tests and Mann Whitney U, to test a change implemented from a game patch
[MATLAB] A toolbox containing the standard non-parametric tests used.
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.
Shandong suicide dataset analysis
Анализ датасета по суицидам в Шаньдуне.
Statistically analyzing the results of an A-B test
This script computes two indices of effect size for pairwise comparisons based on the Mann Whitney U statistic.
Build personal music AI assistant
Poder e tamanho amostral para alguns testes de hipótese não paramétricos
Parametrik olmayan istatistiksel yöntemler dersinin ödevi
Исследование влияния характеристик клиентов, которых страховая компания обслуживает, на размер страховых выплат
Data science project, analysing a new appointment booking product. First draft.
Frequentist A/B-test RPU Calculator in PyShiny
Credit Card Debt: Using analytics to drive innovation in the banking industry
Create barplots or boxplots with significant level annotations.
R codes for Nonparametric Statistics
This repository contains baseconfigs & userconfigs, cGENIE outputs, Python scripts for data analysis, and figures associated with the Herho et al. (2024) manuscript.
Machine Learning Project to predict customer churning probabilities at the end of a given tenure
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.
A Java implementation of the Robust Rank Order statistical significance test