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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
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.
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.
Prediction of Miles per gallon (MPG) Using Cars Dataset
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.
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.
Statistical Analysis on COVID-19 data to examine the statistical significance across the different regions.
:pill: AB Testing Between Versions
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
Testing the power of normality tests for data simulation and conducting both ANOVA (one-way and two-way) and MANOVA for my own movie dataset
Testing the power of normality tests for data simulation
Testing the power of normality tests for a mixture of two normal distributions and the power of Wilcoxon test for a mixture of two Poisson distributions
Statistics and tests: normal distribution, binomial test, chi2 test, t-test, p-value
I practiced hypothesis testing with Python.
資料科學的日常研究議題
Conducting one-factor analysis of variance and its assumptions (normality and homogeneity of variance) with R if two groups of data show statistically different behavior. Visualizing data with boxplots to understand if the given state of the fly (fed/starved) affects the feeding and resting pattern.
In this demonstration, we make a time series analysis based on a temperature data set.
Semester project for the subject of Probability and Statistics, a subject attended at Centro Universitário FEI. It consists of analyzing a database
Gaussian Navie Bayes Classifier was applied on IRIS dataset. Different types of normality tests were used to introduce the normality concepts.
Medal Projection - Automation for Normality Testing (Shapiro-Wilk) on FINA
Medal Projection - Normality Testing R Notebook (Shapiro-Wilk)
Medal Projection - Automation for Normality Testing (Shapiro-Wilk) on World Athletics
Build a statistical model based customer satisfaction dataset from Qualtrics survey
Applied Computational Statistics Final Project - September 16, 2021
This repository contains different statistical methods for Hypothesis testing.
A webapplication that provides a way to calculate statistical functions without having to write any code.
Research on the reasons for GDP per Capita growth in China