https://github.com/yug95/machinelearning

Machine learning for beginner(Data Science enthusiast)

algorithms andrew-ng anova chi-square-test classification deep-learning hypothesis-testing machine-learning market-basket-analysis neural-network python3 recommendation-engine recommendation-system regression scraping t-test tensorflow timeseries z-test

Last synced: 07 Apr 2025

https://github.com/karoliskoncevicius/matrixtests

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

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

Last synced: 09 Apr 2026

https://github.com/fbartos/robtt

RoBTT R package for estimating robust Bayesian t-test

bayesian model-averaging outliers t-test

Last synced: 18 Jul 2025

https://github.com/akochepasov/statmoments

Fast streaming univariate and bivariate moments and t-statistics

bivariate cokurtosis coskeweness covariance statistics t-test univariate

Last synced: 10 Apr 2025

https://github.com/mkearney/tidycat

🎓 Tidy categorical tools for academics

categorical-data chisq-test chisquare-test quantitative-methods rstats statistics t-test tidyversity

Last synced: 04 May 2026

https://github.com/opencasestudies/ocs-bp-rural-and-urban-obesity

OCS (BP): Examine global patterns of obesity across rural and urban regions

bloomberg-ocs-rural bmi case-study data-science data-visualization data-wrangling histograms obesity ocs t-test

Last synced: 22 Jan 2026

https://github.com/jxareas/regression-models

Fundamental Statistical Regression Models: Linear, Polynomial, Poisson, Binomial, Negative Binomial, GAM's, Mixed-Effects, Gamma, etc...

anova linear-regression t-test

Last synced: 14 Mar 2025

https://github.com/melogabriel/geo_analysis

This project provides geospatial and statistical analysis tools using Python. The primary focus is on analyzing advertising and revenue data by city, using t-tests and Return on Ad Spend (ROAS) calculations.

colab-notebook geoanalysis linear-regression python rsquare t-test

Last synced: 07 Apr 2025

https://github.com/zazi2002/neuroscience-lab

Neuroscience Lab Assignments related to various aspects of neuroscience research, including visual search tasks with Psychtoolbox, regression and ANOVA analysis, EEG preprocessing with EEGLab, and fMRI analysis with AFNI.

afni anova eeg-analysis eeglab fmri psychtoolbox t-test

Last synced: 10 Nov 2025

https://github.com/nabilshadman/r-data-analysis

A modular R framework for data analysis, with emphasis on data processing and reproducible workflows.

data-analysis data-cleaning data-manipulation data-science descriptive-statistics programming r r-studio statistical-analysis statistical-computing t-test

Last synced: 04 Apr 2025

https://github.com/usk2003/income-testing-hypothesis

This repository analyzes data scientists' income using t-tests, providing insights into salary distributions and company ratings. Key features include data cleaning, statistical analysis, visualizations, and company suggestions for freshers. Practical advice helps guide career decisions effectively!

hypothesis-testing matplotlib pandas python statistical-analysis t-test

Last synced: 15 May 2026

https://github.com/vergosss/decision_theory_2023_2024_project

anova-test imblearn knn matplotlib naive-bayes-classifier numpy pandas scikit-learn scipy sklearn svm t-test

Last synced: 02 Apr 2026

https://github.com/patilni3/tables-in-statistics

In Statistics, various tables used to reference critical values for different distributions and tests.

chi-square-test f-test t-test z-test

Last synced: 22 Feb 2026

https://github.com/yanastefanovich/eda-student-s-mental-health

My first Exploratory Data Analysis on dataset 'Students Mental Health'

eda explorary exploratory-data-analysis jupyter-notebook mental-health pandas python scipy student t-test

Last synced: 09 Apr 2026

https://github.com/sohey-dr/s-t-analysis-web

the S-T analysis on the web by Wasm.

rust t-test web yew

Last synced: 16 Jul 2026

https://github.com/tyriek-cloud/statistical-work-sample

The purpose of this study is to observe if a sample of people that has siblings is independent of a sample of people that possess an opinion of whether patients with incurable diseases should be allowed to die.

analysis data spss statistics t-test

Last synced: 22 Jan 2026

https://github.com/north-shore-ai/crucible_bench

Statistical testing and analysis framework for AI research

ai anova beam benchmarking effect-size elixir ensemble-methods hypothesis-testing llm machine-learning mann-whitney otp power-analysis reliability research statistical-analysis statistical-testing statistics t-test testing-framework

Last synced: 21 Oct 2025

https://github.com/josericodata/statisticsapp

Interactive statistics analysis app using Python and Streamlit. Perform key statistical tests, visualise distributions, and explore data with ease.

alpha-value chi-square-test confidence-intervals data-analysis dublin dublin-ireland europe hyphotesis-tests ireland normal-distribution null-hypothesis p-value portfolio python statistics streamlit t-test tech ubuntu z-test

Last synced: 26 Feb 2026

https://github.com/kivanc57/rquests

The RQuest project uses R to analyze textual data, focusing on tasks like calculating word lengths, comparing languages, and extracting linguistic features with udpipe. It includes statistical methods, visualizations, and stochastic simulations, showcasing diverse approaches to text modeling.

data-science entropy language-comparison linguistic-analysis r statistical-testing stochastic-simulation t-test

Last synced: 05 Jun 2026

https://github.com/schijioke-uche/data-analysis-with-python-an-spss-model

With this Python notebook algorithm, you can use SPSS Model notebook to build machine learning pipelines that you can use to iterate rapidly during the model building process in data analysis. Whether you're trying to find the right algorithm or experimenting with different ways of preparing your data, you can create reproducible research that's easily understood by any member of your team with Hypothesis definition.

anova cp4a cp4d cp4i cp4s data ibm ibm-cloud jeffrey-chijioke-uche jeffrey-solomon-chijioke-uche openshift python python3 redhat t-test

Last synced: 22 Apr 2026

https://github.com/tuke307/cancel-culture-impact

analysis of music celebrity data to check if cancel culture has an impact on their career

cancel-culture google-trends hypothesis-testing python scraping social-data-analysis spotify t-test

Last synced: 29 Apr 2026

https://github.com/willie-conway/boston-housing-market-analysis

This repository contains an 📈analysis of the 🏘️Boston Housing Data focusing on the factors influencing housing prices. Using statistical tests and data visualizations, we explore key relationships, including the impact of proximity to the Charles River 🌊, the age of homes 🏡, the NOX concentrations 🧪, and employment center distances 🚗.

analysis anova boston-housing-dataset boston-housing-price-prediction matplotlib nox pandas pearson-correlation python regression-analysis scipy seaborn statsmodels t-test

Last synced: 30 Apr 2026

https://github.com/yufongpeng/starplot

Create barplots or boxplots with significant level annotations.

barplots boxplots f-test mann-whitney matplotlib python seaborn significance-stars t-test

Last synced: 10 Apr 2025

https://github.com/eneskemalergin/questvar

QuEStVar as python package providing direct API/CLI access to hypothesting framework to expand statistical explainability via added equivalence testing.

bioinformatics equivalence power-analysis python statistics t-test tost

Last synced: 30 Jun 2026

https://github.com/tomasboda/statistical-project

Statistical project based on the Netflix user-base dataset from Kaggle

chi-squared-test statistics t-test

Last synced: 03 Apr 2025

https://github.com/aditiisaxena/reservoir-water-level-analysis

Econometrics project that aims to analyze the relationship between Reservoir Water Level and various Power Inequalities in different states of India.

anova-analysis chow-test data-transformation dataset econometrics f-statistics maximum-likelihood-estimation monte-carlo-simulation r-language regression-models statistical-analysis t-test

Last synced: 04 Apr 2025

https://github.com/akansharajput280799/data-driven-insights-into-job-satisfaction-and-compensation-trends

This project analyzes 2020 employee data to identify factors influencing job satisfaction, performance, and salary differences, offering insights for improving engagement and workplace strategies.

cluster-analysis colab-notebook data-cleaning descriptive-statistics factor-analysis hypothesis-testing jupyter-notebook matplotlib python scikit-learn seaborn t-test visualization

Last synced: 18 Apr 2026

https://github.com/nero103/ab-test-comparing-ride-fare

This is an A/B test to compare the ride service fare payments to find which one generates the most revenue.

ab-testing confidence-intervals hypothesis-testing python3 significance-testing statistical-analysis statistical-models t-test

Last synced: 21 May 2026

https://github.com/lucashomuniz/project-05

[STATISTICAL ANALYSIS] Integrating Automation and Visualization for Optimal Data Analytics

automation data-analysis kolmogorov-smirnov language-r nonparametric-analysis parametric-analysis shapiro-wilk shiny-apps statistics t-test wilcoxon-test

Last synced: 30 Mar 2025

https://github.com/dmarks84/ind_project_european-soccer-top-points-contributors--kaggle

Independent Project - Kaggle Dataset-- I worked on the European Soccer Dataset, using SQL (SQLite) to read in the data and then data wrangling before running statistical analysis and hypothesis testing on questions of who helps earn the most points for their team.

data-wrangling hypothesis-testing numpy p-values pandas python scipy-stats statistics t-test

Last synced: 09 Apr 2026

https://github.com/mikelamiki/thesis_gender_bias

This Repo contains all of the files and the code used in my undergraduate thesis: Gender Bias in Clinical Studies: A Statistical Approach

applied applied-statistics contrast-matrix design-matrix differentially-expressed-genes empirical-bayes gender-bias gene-expression geo-datasets limma linear mean-reference-model means-model medical-research microarray-data-analysis r rstudio statistical-bias t-test thesis

Last synced: 04 Oct 2025

https://github.com/milanpeter-77/research-monetary-policy

foreign-exchange hypothesis-testing monetary-policy r t-test vector-autoregression

Last synced: 15 Jul 2025

https://github.com/shwetapardhi/assignment-03-q1--hypothesis-testing

Q1.A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validit

hypothesis-testing numpy p-value pandas python scipy significance-testing stats t-test

Last synced: 11 Apr 2026

https://github.com/manjit-baishya-datascience/nyc-taxir-fair-prediction

This project aims to predict taxi fare amounts in New York City using a dataset of historical taxi rides. We employ machine learning techniques to create models that can estimate the total fare amount based on various features of the trips.

anova-test decision-tree-regression gradient-boosting-regressor machine-learning random-forest-regression t-test xgboost-regression

Last synced: 29 May 2026

https://github.com/kwokhing/pencils-of-promise

Data for A Cause - Pencils of Promise

data-analysis data-cleaning data-visualization paired-t-test r r-markdown t-test

Last synced: 25 Mar 2025