Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

This repository is created for storing the components of Statistical Tests of One Pop, Two Pops and Three or more pops using Python.

Strategies for analyzing the distribution of datasets, switching the data towards a normal distribution testing different manual transformations and Box-Cox transformation.

Portfolio of Python, SQL, & Tableau while pursing my masters degree in data analytics

A project based on FIFA players dataset from www.kaggale.com

Goodness-Of-Fit test for normality based on elimination of parameters

XeroGraph is a Python package developed for researchers and data scientists to analyze, visualize and impute missing data in datasets.

Testing the power of normality tests for data simulation

This Project compares the Effective Minimum Wage and Unemployment Rate statistically and Analytically at the start and end of former President Barack Obama's term.

Prediction of Miles per gallon (MPG) Using Cars Dataset

Statistical Multivariate Regression Analysis to determine the effects of mortality, economic and social factors on life expectancy.

Code for the paper "Multivariate Normality Test with Copula Entropy"

A set of statistical methods conducted on a strict set of algorithm's performance readings, utilizing Python

Parallel evolutionary algorithm that represents images with polygons using edge detection and denoising. Configuration is carried out through normality tests and pairwise comparisons.

資料科學的日常研究議題

python module, showcasing computation (as part of a learning process) of some common statistical methods including mininum sample size, confidence interval estimation methods for mean or proportion, hypothesis testing mehods and regression models witth metrics and test suites

This repository contains different statistical methods for Hypothesis testing.

💊 AB Testing Between Versions