Projects in Awesome Lists tagged with statistical-tests

https://github.com/raphaelvallat/pingouin

Statistical package in Python based on Pandas

anova bayesian-statistics circular-statistics cohens-d correlations effect-size multiple-comparisons pandas statistical-methods statistical-tests statistics ttest

Last synced: 09 Apr 2025

https://github.com/unpingco/python-for-probability-statistics-and-machine-learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

book books jupyter-notebook machine-learning probability probability-theory python statistical-analysis statistical-learning statistical-tests statistics statistics-course

Last synced: 12 Apr 2025

https://github.com/unpingco/Python-for-Probability-Statistics-and-Machine-Learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

book books jupyter-notebook machine-learning probability probability-theory python statistical-analysis statistical-learning statistical-tests statistics statistics-course

Last synced: 10 Apr 2025

https://github.com/ing-bank/popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

covariate-shift data-analysis data-distributions data-profiling data-science dataset-shifts drift-detection hacktoberfest ing-bank ipython jupyter mlops monitoring pandas population-monitoring python spark statistical-process-control statistical-tests statistics

Last synced: 13 Apr 2025

https://github.com/indrajeetpatil/statsexpressions

Tidy data frames and expressions with statistical summaries 📜

bayesian-inference bayesian-statistics contingency-table correlation effectsize meta-analysis parametric robust robust-statistics statistical-details statistical-tests tidy

Last synced: 15 May 2025

https://github.com/IndrajeetPatil/statsExpressions

Tidy data frames and expressions with statistical summaries 📜

bayesian-inference bayesian-statistics contingency-table correlation effectsize meta-analysis parametric robust robust-statistics statistical-details statistical-tests tidy

Last synced: 13 Jul 2025

https://github.com/djsutherland/opt-mmd

Learning kernels to maximize the power of MMD tests

generative-adversarial-network hypothesis-testing kernel-methods machine-learning maximum-mean-discrepancy python shogun statistical-tests tensorflow theano

Last synced: 31 Jul 2025

https://github.com/spatstat/spatstat

Umbrella package of the 'spatstat' family................

cluster-process cox-point-process gibbs-process kernel-density network-analysis point-process poisson-process r spatial-analysis spatial-data spatial-data-analysis spatial-statistics spatstat statistical-methods statistical-models statistical-tests statistics

Last synced: 03 Feb 2026

https://github.com/lemire/testingrng

Testing common random-number generators (RNG)

benchmark pcg random-number-generators rng seed statistical-tests xorshift-generator

Last synced: 26 Feb 2026

https://github.com/estebanz01/ruby-statistics

Ruby gem for some statistical operations without any statistical language dependency

math ruby-gem ruby-statistics rubygems statistical-distributions statistical-tests statistics stats

Last synced: 25 Apr 2026

https://github.com/dcwuser/metanumerics

Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.

csharp-library data-analysis dotnet math math-library matrix matrix-algebra matrix-factorization matrix-library matrix-multiplication numerical-analysis numerical-integration numerical-optimization numerics optimization scientific-computing special-functions statistical-analysis statistical-tests statistics

Last synced: 19 Jul 2025

https://github.com/eigenfoo/tests-as-linear

Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.

linear-models python scipy statistical-tests statsmodels

Last synced: 11 Apr 2025

https://github.com/aschleg/hypothetical

Hypothesis and statistical testing in Python

analysis comparison-tests frequentist-methods frequentist-statistics hypothesis hypothesis-testing inferential-statistics nonparametric-statistics nonparametric-tests python statistical-inference statistical-tests statistics statistics-library

Last synced: 09 Apr 2025

https://github.com/darya-chyzhyk/confound_prediction

Confound-isolating cross-validation approach to control for a confounding effect in a predictive model.

biomarkers confound confounding cross-validation deconfounding machine-learning neuroscience prediction statistical-tests subsampling

Last synced: 01 May 2025

https://github.com/rsquaredacademy/inferr

Parametric and non-parametric statistical tests

inference inferential-statistics non-parametric parametric rstats statistical-tests

Last synced: 09 Apr 2025

https://github.com/tatevkaren/econometric-algorithms

Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.

econometrics endogeneity event-study fixed-effect-model hausman-test heckman-2-step ols ols-regression python r random-effects-model stata statistical-tests test-statistics time-series-analysis

Last synced: 10 Apr 2025

https://github.com/citiususc/stac

Statistical Tests for Algorithms Comparison (STAC) is a new platform for statistical analysis to verify the results obtained from computational intelligence algorithms.

docker python-library statistical-tests web-service

Last synced: 26 Jul 2025

https://github.com/statmlben/dnn-inference

Significance tests of feature relevance for a black-box learner

black-box-testing feature-importance feature-selection hypothesis-testing image-inference significance-testing statistical-inference statistical-tests xai

Last synced: 16 Jan 2026

https://github.com/chanukyasds/pg_math

pg_math extension to support statistical distribution functions for PostgreSQL

bionomial-distribution c critical-values distribution-function fdist gaussian-distribution gsl-library math plpgsql postgresql postgresql-database postgresql-extension probability probability-distributions probability-statistics sql statistical-models statistical-tests statistics tdist

Last synced: 27 Oct 2025

https://github.com/djsutherland/igms

Implicit generative models and related stuff based on the MMD, in PyTorch

generative-models hypothesis-testing kernel-methods machine-learning maximum-mean-discrepancy python pytorch statistical-tests

Last synced: 23 Apr 2025

https://github.com/rafa-rod/vartests

Statistical tests for Value at Risk (VaR) Models.

backtest backtesting berkowitz christoffersen christoffersen-pelletier duration-test finance kupiec-test statistical-tests value-at-risk

Last synced: 06 Apr 2026

https://github.com/adivarma27/pyab

Python package for Bayesian & Frequentist A/B Testing

ab-testing bayesian-statistics data-science frequentist-statistics hypothesis-testing marketing statistical-methods statistical-tests

Last synced: 14 Jan 2026

https://github.com/o-laurent/multivariate-ks-test

Python implementation of an extension of the Kolmogorov-Smirnov test for multivariate samples

kolmogorov-smirnov kolmogorov-smirnov-tests multivariate python statistical-tests

Last synced: 03 Jul 2025

https://github.com/searchivarius/permtest

Permutation algorithms to test statistical significance of experimental results.

information-retrieval permutation-algorithms randomization statistical-tests

Last synced: 12 Apr 2025

https://github.com/nunofachada/pval_adjust

Adjust p-values for multiple comparisons

bonferroni false-discovery-rate fdr matlab matlab-functions multiple-comparisons octave octave-functions octave-scripts p-value sidak statistical-tests

Last synced: 16 Jul 2025

https://github.com/mathworks/precipitation-variability-analysis-matlab

Access, process and visualize global climate (precipitation) data from the WCRP CMIP6 database

climate data-visualization jupyter-notebook matlab open-data open-science rainfall-data statistical-tests

Last synced: 06 Mar 2026

https://github.com/vusaverse/vvdoctor

R Shiny app / package to automate statistical testing

hypothesis-testing r- r-shiny r-stats shiny-apps shiny-r statistical-tests statistics stats

Last synced: 08 Sep 2025

https://github.com/jacksonpradolima/roses

ROSES (R pythOn Statistical tEstS) is a package to use statistical tests from R to Python for multiple algorithms in multiple problems.

python r statistical-tests

Last synced: 01 Feb 2026

https://github.com/spatstat/spatstat.data

Sub-package of spatstat containing all datasets

kernel-density point-process r spatial-analysis spatial-data spatial-data-analysis spatstat statistical-analysis statistical-methods statistical-tests statistics

Last synced: 21 Oct 2025

https://github.com/tsmodels/tstests

Time Series Tests

forecasting r statistical-tests

Last synced: 22 Oct 2025

https://github.com/chenliu-1996/statsplot

Statistical plotting with good aesthetics.

plotting-functions plotting-graphs plotting-in-python plotting-scripts statistical-analysis statistical-plot statistical-plotting statistical-tests

Last synced: 14 Jan 2026

https://github.com/nunofachada/micompm

Multivariate independent comparison of observations

matlab matlab-toolbox multivariate multivariate-data multivariate-distributions multivariate-observations non-parametric octave octave-functions octave-scripts parametric-tests statistical-analysis statistical-data statistical-methods statistical-tests

Last synced: 14 Aug 2025

https://github.com/nunofachada/micompr

Multivariate independent comparison of observations.

micompr multivariate multivariate-data multivariate-distributions multivariate-observations non-parametric parametric-tests r r-package statistical-analysis statistical-data statistical-methods statistical-tests

Last synced: 02 Apr 2026

https://github.com/arvinsingh/statistical-r

Statistical testing with R

hypothesis-testing regression statistical-modelling statistical-tests visualization

Last synced: 19 Oct 2025

https://github.com/alro10/time-series-statistical-tests

Statistical tests of time series using python

python python3 series-statistical stationarity statistical-tests theory time-series time-series-analysis

Last synced: 15 May 2026

https://github.com/vathymut/dsos

Dataset shift with outlier scores

data-drift data-validation dataset-shifts drift-detection machine-learning mlops model-monitoring model-validation performance-monitoring r statistical-process-control statistical-tests

Last synced: 30 Oct 2025

https://github.com/danhje/master-thesis

My master thesis "Statistical tests for connection algorithms for neural networks". Also available at https://nmbu.brage.unit.no/nmbu-xmlui/bitstream/handle/11250/189117/Hjertholm2013.pdf?sequence=1

academic brian computational-neuroscience connection-set-algebra csa master-thesis nest-simulator neural-network neural-simulator neuroscience nmbu pynn python spiking-neural-networks statistical-tests test-suite thesis

Last synced: 14 Aug 2025

https://github.com/UcarLab/BiFET

A robust statistical test for TF footprint data analyses

atac-seq bioconductor chromatin-accessibiity dnase-seq footprinting r statistical-tests transcription-factor-binding

Last synced: 10 May 2025

https://github.com/Yacine87/EDA_R_Packages

EDA is a must to do step in the data science workflow. Working on data, wrangling & transforming them is time consuming, and it determine the success degree of the next steps (pre preocessing, modelling, communicating outputs & decision making). This repo will show you how to perform EDA in R using the tidyverse ecosystem, and will introduce a comparative approach between the main packages in R whcich could let you perform automated EDA & generating automated EDA html or pdf reports, ready to be communicated.

dataexplorer dlookr eda exploratory-data-analysis exploratory-data-visualizations explorer hmisc missing-data outliers r rmarkdown rtutor smarteda statistical-tests summarytools tidyverse

Last synced: 30 Jul 2025

https://github.com/sipemu/anofox-statistics-rs

Statistical tests in Rust

r rust rust-lang statistical-testing statistical-tests statistics

Last synced: 13 Jan 2026

https://github.com/nunofachada/simoututils

SimOutUtils - Utilities for analyzing time series simulation output

distributional-analysis docking focal-measures latex-table matlab matlab-toolbox model-alignment multiple-comparisons octave octave-functions octave-scripts output-analysis plot simulation simulation-modeling simulations statistical-analysis statistical-summaries statistical-tests timeseries

Last synced: 02 Apr 2025

https://github.com/tszon/end-to-end_ds_ml_project

I built an end-to-end customer churn segregation and prediction project.

containerisation data-science docker explianable-ai exploratory-data-analysis feature-engineering hdbscan-clustering kmeans-clustering machine-learning mlflow preprocessing-data scikit-learn shap statistical-test statistical-tests streamlit supervised-learning visualisation vscode

Last synced: 16 Apr 2026

https://github.com/cissagatto/multilabelfriedmannemenyi

This repository provides a practical implementation of the Friedman and Nemenyi statistical tests specifically tailored for multi-label classification problems. These techniques are essential for evaluating and comparing the performance of multiple algorithms in experiments where each instance may belong to several classes simultaneously.

friedman model-comparison multi-label-classification nemenyi statistical-tests

Last synced: 28 May 2026

https://github.com/elkronos/stat_py

Statistics functions for python

assumption-check data-analysis data-visualization python regression statistical-analysis statistical-inference statistical-models statistical-tests statistics

Last synced: 10 Oct 2025

https://github.com/mauriceling/sipy

Python-Based Statistical Graphical User Interface for Python

data-analysis julia julia-language jupyter jupyter-kernels pandas pandas-python python python3 r r-packages r-project r-stats scikit-learn scipy scipy-stats statistical-analysis statistical-tests statistics

Last synced: 15 Apr 2026

https://github.com/victoorv/analyse_biostatistique

Mémoire détaillé sur les tests multiples en biostatistique.

mathematics multiple-testing multiple-testing-correction probability r research research-project statistical-analysis statistical-tests statistics

Last synced: 04 Apr 2026

https://github.com/petzi53/swr-harris

Personal notes during reading Statistics with R by Jenine K. Harris, 1st ed. (2019)

data-wrangling educational-project educational-resources r statistical-inference statistical-tests statistics statistics-course text-book

Last synced: 01 May 2026

https://github.com/netcodez/mobile-games-a-b-testing

Mobile Games A/B Testing Analysis

abtesting hypothesis-testing mobilegame statistical-analysis statistical-inference statistical-tests

Last synced: 12 Oct 2025

https://github.com/zofiaqlt/customer_behaviour

🎯 Customer behaviour and sales analysis for a national bookstore library willing to adapt its digital vs. instore strategy - use of Python and JupyterLab (Business insights, Data collection, Cleaning, EDA, Market Segmentation, Time Series analysis, Statistical tests and Data Visualization)

p-value python statistical-tests time-series

Last synced: 18 Apr 2026

https://github.com/nafis2508/Group-Project--BUSA8000-LuminaTech-Lighting

This project, part of Macquarie University's BUSA8000 course, involves data cleaning, exploratory analysis, and predictive modeling for LuminaTech Lighting, AUS. By analyzing sales, customer demographics, and product inventory data, we uncover insights to inform business decisions in sales strategy, customer retention, and operational efficiency

business-strategy-optimization customer-churn-prediction datacleaning exploratory-data-analysis predictive-modeling python-programming regression-analysis statistical-tests tensorflow visualization

Last synced: 04 Apr 2025

https://github.com/sivkri/hints-for-statistics-and-machine-learning-models

This file will give you an overall idea to choose appropriate statistical test

statistical-tests statistics

Last synced: 28 Jan 2026

https://github.com/mehrab-kalantari/spotify-songs-analysis

Analysis and Hypothesis Testing of Spotify Songs Dataset

eda hypothesis-testing hypothesis-tests statistical-tests

Last synced: 20 Apr 2026

https://github.com/johnpaulada/statestes

A simple Javascript library for statistical analysis. Tastefully done. You're welcome.

javascript statestes statistical-analysis statistical-tests statistics statistics-library

Last synced: 01 Jun 2026

https://github.com/nafis2508/group-project--busa8000-luminatech-lighting

This project, part of Macquarie University's BUSA8000 course, involves data cleaning, exploratory analysis, and predictive modeling for LuminaTech Lighting, AUS. By analyzing sales, customer demographics, and product inventory data, we uncover insights to inform business decisions in sales strategy, customer retention, and operational efficiency

business-strategy-optimization customer-churn-prediction datacleaning exploratory-data-analysis predictive-modeling python-programming regression-analysis statistical-tests tensorflow visualization

Last synced: 18 May 2026

https://github.com/yrohitha/ab-testing-gym-membership

Evaluate Hypothesis that fitness test intimidates some prospective members of the Gym.

ab-testing matplotlib pandas seaborn statistical-significance statistical-tests

Last synced: 13 Mar 2025

https://github.com/mkazmier/best-test

BEST test - Bayesian difference test inspired by the classic BEST paper

bayesian-inference bayesian-statistics statistical-tests

Last synced: 09 Jun 2026

https://github.com/victoorv/risques_financiers

Classification pour l'attribution ou non de prêts financiers et prédiction de scores de risque.

classification data-analysis data-science data-visualization hyperparameter-tuning loan-prediction loan-prediction-analysis loanapproval machine-learning machine-learning-algorithms python regression regression-models risk-analysis risk-score scoring scoring-models statistical-analysis statistical-tests statistics

Last synced: 19 May 2026

https://github.com/sciviews/inferit

Inference Tools for SciViews::R

r r-package sciviews statistical-inference statistical-tests

Last synced: 12 Jun 2025

https://github.com/hords01/health_program_for_cholesterol_statistics_tests

Scipy Tests

anova-test cholesterol cholesterol-analysis graphics matplotlib scipy seaborn statistical-analysis statistical-tests

Last synced: 18 Apr 2026

https://github.com/victoorv/maladie_cardiaque

Prédire si un individu est atteint ou non de maladie cardiaque.

classification data-analysis data-science data-visualization exploratory-data-analysis heart-disease heart-disease-analysis heart-disease-classification heart-disease-prediction hyperparameter-tuning machine-learning machine-learning-algorithms neural-networks oversampling-algorithms python statistical-analysis statistical-tests statistics

Last synced: 17 Apr 2026

https://github.com/victoorv/prediction_covid19

Prédire si un invidu est positif au COVID19 ou non.

classification covid-19-classifier covid-19-data-analysis covid19-data data-analysis data-science data-visualization exploratory-data-analysis hyperparameter-tuning machine-learning machine-learning-algorithms neural-networks oversampling-algorithms python statistical-tests statistics

Last synced: 04 Apr 2026

https://github.com/victoorv/criminalite_us

Une analyse de la criminalité en fonction de variables socio-économiques a été menée, incluant la sélection et la comparaison de modèles de régression multiple ainsi que des tests d'hypothèses sur les coefficients et la significativité des modèles.

data-analysis data-science r regression regression-analysis regression-models statistical-analysis statistical-tests statistics

Last synced: 04 Apr 2026

https://github.com/zofiaqlt/professional_inequalities_knime

🎯 Gender inequality at work - use of KNIME (Background research, GDPR, Data governance, ETL, EDA, Data cleaning and validation, Statistical tests with R, and Data Visualization)

datagovernance datavalidation datavisualization eda etl-pipeline knime r rgpd statistical-tests