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.

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

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

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

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

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

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

Testing the power of normality tests for data simulation

In this demonstration, we make a time series analysis based on a temperature data set.

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

Medal Projection - Automation for Normality Testing (Shapiro-Wilk) on World Athletics

I practiced hypothesis testing with Python.

Build a statistical model based customer satisfaction dataset from Qualtrics survey

This repository contains different statistical methods for Hypothesis testing.