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.
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Updated
May 4, 2023 - R
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
[MATLAB] A toolbox containing the standard non-parametric tests used.
Анализ датасета по суицидам в Шаньдуне.
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
R codes for Nonparametric Statistics
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
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.
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