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mdshoaibuddinchanda / AutoFE-ShiftBench

A reproducible, data-centric benchmarking framework evaluating the robustness of tabular machine learning models under systematic feature shift using OpenML-CC18 datasets and automated feature engineering.

benchmarking automated-feature-engineering wilcoxon-test data-centric-ai distribution-shift model-reliability tabular-machine-learning feature-shift openml-cc18 wilcoxon-signed-rank-test

Updated Aug 23, 2026
Python

Nashmia101 / china-institutional-confidence-analysis

Star

Statistical analysis of institutional confidence in China vs. 57 countries using World Values Survey data — Wilcoxon tests, multiple regression, and time-trend modelling in R.

data-science ggplot2 r data-analysis time-series-analysis social-science wilcoxon-test

Updated Aug 12, 2026
R

SiamakGoudarzi / Wing-Design-Optimization

Star

Statistical analysis and optimization of paper plane wing designs using R. Features hypothesis testing (Wilcoxon-Mann-Whitney) and power 10000 analysis

statistics rstats data-analysis hypothesis-testing aerodynamics wilcoxon-test statistical-study

Updated May 14, 2026
R

SiamakGoudarzi / Energy-Consumption-Analysis

Star

Energy efficiency analysis in R. Comparing consumption methods using t-tests and Wilcoxon-Mann-Whitney tests to validate energy-saving strategies.

rstats data-analysis hypothesis-testing energy-efficiency statistical-modeling wilcoxon-test sustainability-analytics

Updated May 3, 2026
R

bhumimehta2710 / Stock-Market-Reaction-in-Airline-Industry

Star

Statistical analysis of 15 global airline stocks during COVID-19's two waves (2020) — using Spearman correlation, Wilcoxon Signed-Rank Test, and trend analysis in Excel to examine how adjusted close prices and trading volumes shifted between the panic and recovery phases.

data-mining excel statistical-analysis group-project financial-data hypothesis-testing yahoo-finance time-series-analysis stock-market-analysis wilcoxon-test covid-19 spearman-correlation airline-industry trend-aalysis aviation-economics

Updated Apr 4, 2026

kahmengsoh / NeedUpdate-Small-Cell-Lung-Cancer-Survival-Analysis

Star

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.

kaplan-meier cox-regression log-rank-test chisquare-test wilcoxon-test anova-test multiplecomparison smallcelllungcancer

Updated Mar 5, 2026

semoglou / composil

Star

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

clustering statistical-learning silhouette k-means unsupervised-learning cluster-analysis clustering-evaluation cluster-validity-index wilcoxon-test silhouette-score silhouette-index wilcoxon-signed-rank silhouette-coefficient silhouette-analysis

Updated Mar 2, 2026
Jupyter Notebook

BojanMakivic / Wilcoxon-test-function-

Star

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.

r statistics wilcoxon-test wilcoxon-rank-sum

Updated Oct 6, 2025
R

anisnazira / student-status-prediction

Star

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.

machine-learning ml xgboost adaboost predictive-modeling hyperparameter-tuning machine-learning-models catboost wilcoxon-test

Updated Aug 14, 2025
Jupyter Notebook

aditivermaa04 / Dynamically-Optimized-ACO-Algorithm

Star

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.

metaheuristics ant-colony-optimizations wilcoxon-test

Updated Aug 11, 2025
Jupyter Notebook

florfontana02 / Estadistica-y-Ciencia-de-Datos

Star

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

data-science statistics hypothesis-testing wilcoxon-test

Updated Jul 15, 2025
R

EdaYaren / NonParametric

Star

Parametrik olmayan istatistiksel yöntemler dersinin ödevi

mann-whitney post-hoc kruskal-wallis shapiro-wilk non-parametric-statistics wilcoxon-test friedman-test

Updated Jun 27, 2024
Jupyter Notebook

karoliskoncevicius / matrixTests

Sponsor

Star

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

fast package r matrix t-test hypothesis-testing rows anova wilcoxon-test

Updated Jun 7, 2024
R

Lefteris-Souflas / Hypothesis-Tests-and-Pairwise-Associations-Project

Star

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.

visualization r hypothesis-testing anova summary-statistics pairwise-comparison kolmogorov-smirnov-tests kruskal-wallis shapiro-wilk fisher-test wilcoxon-test fligner levene pearson-chi-test

Updated Apr 15, 2024
R

kmyafi / Nonparametric-Statistics-R

Star

R codes for Nonparametric Statistics

r mann-whitney kolmogorov-smirnov nonparametric-statistics randomization-test wilcoxon-test smirnov

Updated Oct 13, 2023
R

shrey1216 / Statistical-Tests-and-Analysis-in-R

Star

Performing Statistical Tests and Analysis in R

data-visualization statistical-analysis probability-distribution confidence-intervals hypothesis-testing variance-analysis t-tests wilcoxon-test

Updated May 15, 2023
R

CiceroWesley / keystroke-dinamics

Star

Typing dynamics project of the machine learning discipline.

python machine-learning random-forest svm knn keystroke-dynamics keystroke-authentication wilcoxon-test keystroke-biometrics-identification

Updated Dec 7, 2022
Python

JulianoGaspar / testesEstatisticos

Star

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.

statistics anova mann-whitney kolmogorov-smirnov pearson-correlation kruskal-wallis shapiro-wilk wilcoxon-test friedman-test dagostino-test

Updated Oct 20, 2022

David-B3 / Statistics_Multiple-Mean-Comparison_ANOVA_and_Non-Parametric-Tests

Star

Perform a STEP by STEP multiple mean comparison analysis on R

statistics graphics statistical-analysis anova shapiro-wilk wilcoxon-test post-hoc-analysis anova-test anova-analysis levene multiple-mean-comparison

Updated Sep 28, 2022
R

hfawaz / cd-diagram

Star

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

benchmark comparison statistical-analysis classification ranking-algorithm post-hoc holm wilcoxon-test

Updated Aug 24, 2022
Python

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wilcoxon-test

Here are 25 public repositories matching this topic...

mdshoaibuddinchanda / AutoFE-ShiftBench

Nashmia101 / china-institutional-confidence-analysis

SiamakGoudarzi / Wing-Design-Optimization

SiamakGoudarzi / Energy-Consumption-Analysis

bhumimehta2710 / Stock-Market-Reaction-in-Airline-Industry

kahmengsoh / NeedUpdate-Small-Cell-Lung-Cancer-Survival-Analysis

semoglou / composil

BojanMakivic / Wilcoxon-test-function-

anisnazira / student-status-prediction

aditivermaa04 / Dynamically-Optimized-ACO-Algorithm

florfontana02 / Estadistica-y-Ciencia-de-Datos

EdaYaren / NonParametric

karoliskoncevicius / matrixTests

Lefteris-Souflas / Hypothesis-Tests-and-Pairwise-Associations-Project

kmyafi / Nonparametric-Statistics-R

shrey1216 / Statistical-Tests-and-Analysis-in-R

CiceroWesley / keystroke-dinamics

JulianoGaspar / testesEstatisticos

David-B3 / Statistics_Multiple-Mean-Comparison_ANOVA_and_Non-Parametric-Tests

hfawaz / cd-diagram

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