Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

R package for computing multiple hypothesis tests on rows/columns of a matrix or a data.frame

Conformal Inference tools using python

Typing dynamics project of the machine learning discipline.

Easy statistical testing on the web

Perform a STEP by STEP multiple mean comparison analysis on R

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.

A clustering evaluation framework that combines micro- and macro-averaged silhouette scores into a composite metric using statistical weighting.

This is function for Wilcoxon non-parametric test written in R software. It can be easily used with an simple excel spreadsheet as well in order to speed up analysis.

Create fake 2-sample Likert data, and analyze with some tests.

Here I've Developed Ant Colony Optimization with iteration-based dynamic evaporation rate with the algorithm's pheromone decay rate increasing with iterations. I also Recorded improved convergence on CEC benchmarks and engineering problems and validated gains via Wilcoxon tests.

Parametrik olmayan istatistiksel yöntemler dersinin ödevi

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

The salary dataset contains info on 474 Midwestern bank employees. Tasks include understanding the dataset's structure, summarizing numerical variables, testing hypotheses on salary equality, gender-based differences, age group analysis, and proportion comparison.

various experiments, extractiong methods, classificators and preprocessing methods, with latex tables generator.

Performing Statistical Tests and Analysis in R

Frequency Table, Chi-Squared & ANOVA Test, KM Model, Median Time Comparison, Log-Rank & Wilcoxon Test, Tukey Multiple Comparison, Immortal Time Bias, Cox Model, Proportional Hazards Assumption Tests, Supremum Test for Functional Form. *NCDB data is publicly available. Team members: Kah Meng Soh, Dr. Lynette Smith, Dr. Sharma Smriti, Dr. Apar Ganti.

R codes for Nonparametric Statistics

Wilcoxon Test. Hypothesis Testing. Trabajos Prácticos de la materia Intr. a la Estadística y Ciencia de Datos. 2C 2024, FCEN UBA.

This project explores how we can predict whether a student is likely to graduate, drop out, or stay enrolled . We used powerful ensemble learning models like XGBoost, AdaBoost, and CatBoost and fine tuned them to get the best results. To make sure our improvements were real , we ran hypothesis tests and the Wilcoxon signed-rank test.