Projects in Awesome Lists tagged with hypothesis-testing

https://github.com/statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

count-model data-analysis data-science econometrics forecasting generalized-linear-models hypothesis-testing prediction python regression-models robust-estimation statistics timeseries-analysis

Last synced: 12 May 2025

https://github.com/unionai-oss/pandera

A light-weight, flexible, and expressive statistical data testing library

assertions data-assertions data-check data-cleaning data-processing data-validation data-verification dataframe-schema dataframes hypothesis-testing pandas pandas-dataframe pandas-validation pandas-validator schema testing testing-tools validation

Last synced: 14 Apr 2026

https://github.com/indrajeetpatil/ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

bayes-factors datascience dataviz effect-size ggplot-extension hypothesis-testing non-parametric-statistics r regression-models statistical-analysis

Last synced: 06 Feb 2026

https://indrajeetpatil.github.io/ggstatsplot/

Enhancing {ggplot2} plots with statistical analysis 📊📣

bayes-factors datascience dataviz effect-size ggplot-extension hypothesis-testing non-parametric-statistics r regression-models statistical-analysis

Last synced: 25 Nov 2025

https://github.com/IndrajeetPatil/ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

bayes-factors datascience dataviz effect-size ggplot-extension hypothesis-testing non-parametric-statistics r regression-models statistical-analysis

Last synced: 07 Apr 2025

https://github.com/tirthajyoti/Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels

Last synced: 01 May 2025

https://github.com/tirthajyoti/stats-maths-with-python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels

Last synced: 12 Apr 2025

https://github.com/moderndive/ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

bootstrap-method confidence-intervals data-science data-visualization data-wrangling dplyr ggplot2 hypothesis-testing infer moderndive permutation-test r regression regression-models rstats rstudio statistical-inference tidy tidyverse

Last synced: 15 Mar 2025

https://github.com/shervinea/stanford-cme-106-probability-and-statistics

VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers

cheatsheet distribution hypothesis-testing probability regression-testing statistics

Last synced: 26 Jan 2026

https://github.com/erdogant/distfit

distfit is a python library for probability density fitting.

cumulative-distribution-function density-functions fitting-curve hypothesis-testing kolmogorov-smirnov pdf plot probability-distribution probability-statistics pypi qqplot sse

Last synced: 14 May 2025

https://github.com/Kaleidophon/deep-significance

Enabling easy statistical significance testing for deep neural networks.

compare-scores deep-learning deep-neural-networks deeplearning dl hypothesis-testing hypothesis-tests machine-learning machinelearning ml significance-testing statistical-significance statistical-significance-test

Last synced: 01 May 2025

https://github.com/kaleidophon/deep-significance

Enabling easy statistical significance testing for deep neural networks.

compare-scores deep-learning deep-neural-networks deeplearning dl hypothesis-testing hypothesis-tests machine-learning machinelearning ml significance-testing statistical-significance statistical-significance-test

Last synced: 04 Apr 2025

https://github.com/JuliaStats/HypothesisTests.jl

Hypothesis tests for Julia

hacktoberfest hypothesis-testing julia statistics

Last synced: 11 Jul 2025

https://github.com/juliastats/hypothesistests.jl

Hypothesis tests for Julia

hacktoberfest hypothesis-testing julia statistics

Last synced: 15 May 2025

https://github.com/neurodata/hyppo

Python package for multivariate hypothesis testing

data-science hacktoberfest hypothesis-testing independence ksample-testing python

Last synced: 14 Dec 2025

https://github.com/snap-stanford/POPPER

Automated Hypothesis Testing with Agentic Sequential Falsifications

agent ai-for-science hypothesis-testing llm

Last synced: 14 Oct 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/snap-stanford/popper

Automated Hypothesis Testing with Agentic Sequential Falsifications

agent ai-for-science hypothesis-testing llm

Last synced: 02 Jul 2025

https://github.com/majianthu/pycopent

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

causal-discovery causality change-detection change-point-detection changepoint conditional-independence-test conditional-mutual-information copula copula-entropy correlation entropy granger-causality hypothesis-testing information-theory mutual-information normality-test python transfer-entropy two-sample-test variable-selection

Last synced: 11 Jun 2025

https://github.com/pegah-ardehkhani/statistics-and-probability-in-python

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

confidence-intervals continuous-distributions discrete-distributions hypothesis-testing inferential-statistics matplotlib p-value parametric-hypothesis-tests probability probability-theory python python-statistics random-variables regression scipy statiscal-learning statistical-hypothesis-testing statistics statistics-for-data-science statistics-using-python

Last synced: 05 Apr 2025

https://github.com/xrobin/proc

Display and analyze ROC curves in R

bootstrapping covariance cran hypothesis-testing machine-learning plot plotting r r-package roc roc-curve variance

Last synced: 21 Oct 2025

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/weijie-chen/basic-statistics-with-python

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

anova-analysis data-science descriptive-statistics econometrics frequentist-statistics hypothesis-testing mathematics parameter-estimation probability

Last synced: 14 Aug 2025

https://github.com/haasonsaas/deep-code-reasoning-mcp

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

ai ai-tools claude code-analysis code-intelligence code-reasoning debugging developer-tools distributed-systems gemini hypothesis-testing llm mcp mcp-server model-context-protocol multi-model nodejs performance-analysis semantic-analysis typescript

Last synced: 26 Oct 2025

https://github.com/packtworkshops/the-data-analysis-workshop

A New Interactive Approach to Learning Data Analysis

bivariate-analysis clustering data data-analysis exploratory-data-analysis feature-engineering hypothesis-testing kolmogorov-smirnov-tests linear-regression logistic-regression pandas-profiling python univariate-analysis visual-analysis visualizations

Last synced: 04 Sep 2025

https://github.com/alcampopiano/hypothesize

Robust statistics in Python

confidence-intervals data-analysis hypothesis-testing null-hypothesis python r robust-statistics significance-testing statistics stats

Last synced: 09 Mar 2026

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/andy489/empirical_methods_and_statistics

Probability and Statistics, Events, Random variables, Distributions, Moments, Main Limit Theorems, Hypothesis, Regression and more. Statistical Computing and Graphics with R.

expectations hypothesis hypothesis-testing moments r regression regression-analysis regression-testing statistics

Last synced: 17 Sep 2025

https://github.com/Wilfred/propcheck

Quickcheck/hypothesis style testing for elisp

emacs-lisp hypothesis-testing quickcheck

Last synced: 14 Jul 2025

https://github.com/wilfred/propcheck

Quickcheck/hypothesis style testing for elisp

emacs-lisp hypothesis-testing quickcheck

Last synced: 07 Jan 2026

https://github.com/juliadynamics/timeseriessurrogates.jl

A Julia package for generating timeseries surrogates

hacktoberfest hypothesis-testing julia nonlinear-time-series surrogate surrogates timeseries

Last synced: 06 Apr 2025

https://github.com/ligurio/lark-grammars

Grammars suitable for lark parser and Hypothesis

grammar-fuzzer grammars hypothesis hypothesis-testing hypothesis-tests lark lark-grammars property-based-testing quality-assurance testing

Last synced: 30 Jul 2025

https://github.com/KoliStat/the-stats-duck

A statistical computing toolkit for DuckDB.

data-analysis data-science duckdb hypothesis-testing statistical-tests statistics

Last synced: 02 Aug 2026

https://github.com/fgcz/prolfqua

Differential Expression Analysis tool box R lang package for omics data

differential-expression-analysis hypothesis-testing protein-quantification proteomics-data-analysis quality-control r-package rstats-package

Last synced: 29 Oct 2025

https://github.com/tirthajyoti/r-stats-machine-learning

Misc Statistics and Machine Learning codes in R

classification clustering decision-trees hypothesis-testing k-means machine-learning nearest-neighbors neural-network principal-component-analysis r random-forest regression statistics support-vector-machines

Last synced: 30 Apr 2025

https://github.com/RafaelArutjunjan/InformationGeometry.jl

Methods for computational information geometry

confidence-regions fisher-information geodesics hypothesis-testing kullback-leibler-divergence manifolds parameter-inference profile-likelihood

Last synced: 01 May 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/mirkobunse/critdd

Critical difference diagrams with Python and Tikz

benchmark hypothesis-testing machine-learning post-hoc-analysis

Last synced: 09 May 2025

https://github.com/bhaskatripathi/hypothesishub

An AI Tool for Automated Research Question and Hypothesis Generation from a given Scientific Literature

hypothesis-testing literature-review-tool research-questions scientific-publications

Last synced: 14 Apr 2025

https://github.com/jetbrains-research/bioinf-commons

Bioinformatics library in Kotlin

2bit bam bed bioinformatics cancellable chip-seq dataframe dataset dna-sequence fasta fastq hmm hypothesis-testing kotlin methylation mixture progress sampling

Last synced: 19 Oct 2025

https://github.com/shashikumarraja/pytest_tutorial

automation hypothesis-testing pytest python testing

Last synced: 12 Apr 2025

https://github.com/thtang/Business-Analytics-Using-Statistical-Modeling

BASM - 2017 Spring

anova bootstrapping-statistics business-analytics design-of-experiments hypothesis-testing r-programming regression statistics

Last synced: 06 May 2025

https://github.com/shenxiangzhuang/mppt

A Modern Python Package Template

black codecov duty flake8 hypothesis-testing isort makefile mkdocs mkdocs-material mypy package package-manager poetry pre-commit pypi pytest python python3 ruff taskfile

Last synced: 12 Apr 2025

https://github.com/nfmcclure/datascience350

Notes for Data Science 350 Class

bayesian-methods data-science genetic-algorithm hypothesis-testing linear-regression neural-network python r teaching-materials

Last synced: 05 May 2025

https://github.com/hoangsonww/north-carolina-household-analysis

🏠 This repository contains data analysis scripts for the 2022 American Community Survey (ACS) focusing on individuals aged 25 and over in North Carolina, based on 75,340 observations. This repository offers valuable insights into demographic and economic patterns across North Carolina's urban areas.

confidence-interval confidence-score data data-analysis data-analytics data-science data-visualization ggplot2 hypothesis-testing hypothesis-tests north-carolina r r-language r-programming stata

Last synced: 11 Apr 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/lingfeiwang/normalisr

Causal inference, differential expression, and co-expression for scRNA-seq

association-testing causal-inference co-expression differential-expression gene-regulatory-network hypothesis-testing normalization scrna-seq single-cell single-cell-crispr-screening

Last synced: 03 Aug 2025

https://github.com/jchristopherson/fstats

A modern Fortran statistical library.

allan-variance anova bootstrap design-of-experiments distributions experimental-design hypothesis-testing interpolation levenberg-marquardt lowess markov-chain-monte-carlo mcmc-sampler metropolis-hastings multivariate regression sampling-distribution special-functions statistical-testing statistics

Last synced: 23 Sep 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/mostafa-wael/exploring-the-landscape-of-the-egyptian-software-market

A Data-driven Approach. Our story begins with a quest for knowledge. The information we obtained from LinkedIn offers us unprecedented insights into the landscape of the Egyptian Software Market.

carrers data-science hypothesis-testing linkedin market scraping software story-telling

Last synced: 13 Sep 2025

https://github.com/hendersontrent/correctr

R package for computing corrected test statistics for comparing machine learning models on correlated samples

hypothesis-testing machine-learning statistics

Last synced: 13 Jul 2025

https://github.com/dsrobertson/onlinefdr

Clone of the Bioconductor repository for the onlineFDR package. See https://bioconductor.org/packages/devel/bioc/html/onlineFDR.html for the official development version, and https://dsrobertson.github.io/onlineFDR/ for easy access to documentation.

error-rate-control fdr fwer hypothesis-testing

Last synced: 30 Apr 2025

https://github.com/gabrieltempass/abtester

A web application to design and evaluate the results of A/B tests.

ab-testing data-science hypothesis-testing python sample-size statistical-significance statistics streamlit web-app

Last synced: 06 Oct 2025

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/wb-az/timeseries-sensor-anomaly-detection

Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM

bilstm-model clustering-algorithm conover deep-learning experimental-design friedman-test histogram-based-outlier-score hypothesis-testing iforest-model knn-model minimum-covariance-determinant nonparametric-statistics pairwise-comparison pycaret-library pytorch svm-model time-series unsupervides-deep-learning

Last synced: 10 Oct 2025

https://github.com/mohd-faizy/career-track-data-scientist-with-python

This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.

data-science data-visualization datascience-machinelearning datasciencecoursera datascientist datascientisttraining decision-trees hypothesis hypothesis-testing machine-learning machine-learning-algorithms nlp-machine-learning numpy pandas python scikit-learn seaborn statistical

Last synced: 12 Jul 2025

https://github.com/greed2411/plinearregression

Scikit-Learn's linear regression extended with p-values.

hypothesis-testing p-values python3 regression scikit-learn

Last synced: 24 Aug 2025

https://github.com/hendersontrent/correctipy

Python package for computing corrected test statistics for comparing machine learning models on correlated samples

hypothesis-testing machine-learning statistics

Last synced: 04 Apr 2025

https://github.com/marco-congedo/permutationtests.jl

Univariate and multiple comparisons statistical hypothesis testing by data permutation

hypothesis-testing non-parametric-statistics permutation-tests resampling statistics

Last synced: 08 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/mirkobunse/criticaldifferencediagrams.jl

Plot critical difference diagrams in Julia

benchmark comparison hypothesis-testing machine-learning post-hoc-analysis

Last synced: 17 Oct 2025

https://github.com/gaurav-van/scripted_insights-handwritten_ds_ml_notes

Dive into the world of Data Science and Machine Learning with meticulously handwritten notes created by me. Unveil insights, embrace learning. Welcome to Scripted Insights.

classification clustering deep-learning deep-neural-networks digital-image-processing encoding handwritten-notes hypothesis-testing machine-learning machine-learning-algorithms notes numerical-integration numerical-methods probability r-language r-programming regression sql statistics transactional-sql

Last synced: 07 Jan 2026

https://github.com/ozlerhakan/ab-test

A repo that analyzes an A/B test result of an e-commerce website.

ab-testing hypothesis-testing logistic-regression numpy pandas

Last synced: 12 Apr 2025

https://github.com/biona001/knockoffs.jl

Variable Selection with Knockoffs

bioinformatics conditional-independence conditional-independence-test false-discovery-rate fdr feature-selection genomics group-knockoffs hypothesis-testing knockoff-filter knockoffs lasso model-selection multiple-knockoffs variable-selection

Last synced: 06 Mar 2026

https://github.com/aahouzi/ab_test_guidlines

This project focuses on fundamental steps to set up an A/B test experiment, alongside some statistical analysis in Python.

abtest-framework abtesting ecommerce hypothesis-testing marketing probability python3 statistics

Last synced: 20 Mar 2025

https://github.com/pmichaillat/p-hacking

Code and data for the paper "Critical Values Robust to P-hacking"

bonferroni-correction critical-values hypothesis-testing matlab metascience p-hacking paper-with-code statistical-significance type1-error z-test

Last synced: 28 Apr 2025

https://github.com/nanxstats/signify

Shiny Web Application for Making Your p-value Sound Significant

hypothesis-testing p-value shiny-apps

Last synced: 22 Apr 2025

https://github.com/chen0040/java-statistical-inference

Opinionated statistical inference engine with fluent api to make it easier for conducting statistical inference with little or no knowledge of statistical inference principles involved

categorical-variables confidence-intervals hypothesis-testing independence independence-test java-statistical-inference kie statistical-analysis

Last synced: 11 Aug 2025

https://github.com/ast0815/remu

ReMU - Response Matrix Utilities

binning hypothesis-testing likelihood markov-chain parameter-estimation response-matrix smearing-matrix

Last synced: 30 Apr 2025

https://github.com/alastairrushworth/normality

🔔17 standard normality tests in a single wrapper

hypothesis-testing normal-distribution rstats statistics

Last synced: 13 Apr 2025

https://github.com/lastancientone/gdp_project

GDP Forcasting

data-analysis data-visualization excel forecast forecasting gdp hypothesis-testing p-value r-squared statistics

Last synced: 07 Feb 2026

https://github.com/alandefreitas/scistats

High-Performance Descriptive Statistics and Hypothesis Tests in C++20

bayesian-statistics data-analysis descriptive-statistics hypothesis-testing performance-statistics statistics

Last synced: 11 Apr 2025

https://github.com/djeada/statistics-notes

This repository contains notes, explanations, and code snippets related to essential statistics concepts and techniques. The materials cover a range of topics, from basic probability and descriptive statistics to more advanced concepts like hypothesis testing and confidence intervals.

confidence-intervals geostatistics hypothesis-testing kriging-models probability-distribution statistics time-series

Last synced: 13 Apr 2025

https://github.com/estebanrucan/estyp

ESTYP: Extended Statistical Toolkit Library for Python

estyp glm hypothesis-testing linear-regression machine-learning model-selection python statistical-analysis var-test

Last synced: 07 Mar 2026

https://github.com/benkeser/cvauc.plus

Tests and confidence intervals for differences in cross-validated AUC

auc classification confidence-intervals cross-validation hypothesis-testing prediction

Last synced: 16 Aug 2025

https://github.com/harryscholes/effectsizes.jl

Effect size measures

effect-size effect-sizes hypothesis-testing julia julia-language statistics stats

Last synced: 07 May 2025

https://github.com/timkong21/medical-appointment-no-show-prediction

A machine learning solution predicting patient no-shows in healthcare appointments. This project integrates EDA, data processing, feature engineering, and XGBoost modeling, with a workflow spanning from Snowflake data retrieval to AWS deployment (S3, SageMaker, Lambda, API Gateway), aiming to enhance appointment management in medical ERP systems.

api aws aws-lambda aws-s3 data-preprocessing data-science exploratory-data-analysis feature-engineering healthcare hyperopt hyperparameter-tuning hypothesis-testing machine-learning predictive-modeling python sagemaker snowflake sql statistical-analysis xgboost

Last synced: 26 Feb 2026

https://github.com/pakillo/stats-intro

Introduction to statistical inference

experimental-design hypothesis-testing model-selection r rstats statistical-inference statistics teaching-materials

Last synced: 16 Oct 2025

https://github.com/gulabpatel/statistics

cramer cramer-test descriptive-statistics distributions hypothesis hypothesis-testing imputation missing normality-test normalization regression scalling statistical-testing

Last synced: 15 Aug 2025

https://github.com/0todd0000/rft1d

One-Dimensional Random Field Theory in Python

functional-data-analysis hypothesis-testing probability statistical-methods statistics time-series

Last synced: 14 Jan 2026

https://github.com/csfelix/data-science-studies

🐍 Data Science Studies that I update once in a blue moon 🐍

computer-vision data-science data-visualization deep-learning hypothesis-testing machine-learning math probability python statistics

Last synced: 29 Jul 2025

https://github.com/moindalvs/assignment_hypothesis_test

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 validity of the assumptions.

2sample-2tail anova-test chisquare chisquare-test contingency-table hypothesis hypothesis-testing numpy numpy-arrays pandas scipy-stats testofindependence

Last synced: 20 Oct 2025

https://github.com/fabianacampanari/practicalstats-pucsp-2024

Statistical Measures in Python - Age and Salary Analysis

excel hipoteses-tests hypothesis-testing linear-regression math matplotlib numpy pandas probabilistic-data-structures probability-distribution probability-statistics pythob3 scikit-learn scipy scipy-stats seaborn statisctics statsmodels

Last synced: 12 May 2025

https://github.com/jmsv/hypothesis-testing-calculator

A2 Computing project: Hypothesis Testing Calculator for the binomial distribution, written in WinForms C# and Xamarin C# for Android

android computing csharp hypothesis-testing mathematics statistics winforms xamarin

Last synced: 14 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/hiphish/functional-fizzbuzz

(Mirror) An exercise in Python, functional programming and property testing

fizzbuzz functional-programming hypothesis-testing property-testing python

Last synced: 28 Jan 2026

https://github.com/aisurjyasamantaray/sales-perfomance-analysis-dashboard

A comprehensive sales performance analysis dashboard built using Python, and visualization tools. This project includes data cleaning, descriptive statistics, correlation analysis, and insights into sales trends, profitability, and the impact of discounts. Key features include interactive visualizations using Seaborn, and Matplot

analytics annova data data-analysis data-visualization-project dataproject eda hypothesis-testing pandas-dataframe python sales-performance-analysis statistics

Last synced: 04 Apr 2026

https://github.com/tushar2704/stats-mosaic-streamlit

Stats-Mosaic-Streamlit is a comprehensive GitHub repository that aims to provide a growing collection of curated content and projects centered around statistics and its intersection with data science, machine learning, and artificial intelligence.

artificial-intelligence bivariate-analysis data-analysis data-science hypothesis-testing machine-learning statistical-learning statistics streamlit streamlit-tushar2704 univariate-analysis

Last synced: 28 Apr 2026

https://github.com/FabianaCampanari/PracticalStats-PUCSP-2024

Statistical Measures in Python - Age and Salary Analysis

excel hipoteses-tests hypothesis-testing linear-regression math matplotlib numpy pandas probabilistic-data-structures probability-distribution probability-statistics pythob3 scikit-learn scipy scipy-stats seaborn statisctics statsmodels

Last synced: 09 Mar 2025

https://github.com/satellitevu/satvu-api-sdk

Lightweight API Client SDK for interacting with SatVu's APIs

api api-client earth-observation geospatial hypothesis-testing json-schema openapi pydantic python remote-sensing satellite sdk stac thermal-imaging

Last synced: 27 Jan 2026

https://github.com/chen0040/pysie

Package provides python implementation of statistical inference engine

anova chi-square-test confidence-interval hypothesis-testing sampling-distribution statistical-inference

Last synced: 15 Aug 2025

https://github.com/moindalvs/hypothesis_test_3

Sales of products in four different regions is tabulated for males and females. Find if male-female buyer rations are similar across regions

chi2 chi2-contingency contingency-table hypothesis-testing hypothesis-tests matplotlib pandas-dataframe scipy-stats seaborn-plots testofindependence

Last synced: 15 Jun 2025

https://github.com/moindalvs/hypothesis_test_4

TeleCall uses 4 centers around the globe to process customer order forms. They audit a certain % of the customer order forms. Any error in order form renders it defective and has to be reworked before processing. The manager wants to check whether the defective % varies by centre. Please analyze the data at 5% significance level and help the manager draw appropriate inferences

anova-test f-statistics hypothesis-testing

Last synced: 18 Apr 2026

https://github.com/gandhasiri-rahul-mohan/hypothesis-testing-4-cutlets

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 validity of the assumptions.

data-science hypothesis-testing machine-learning python

Last synced: 25 Jun 2025

https://github.com/yash-rewalia/stock-closing-price-prediction-using-regression

The ultimate business objective is to leverage the regression model to provide accurate predictions of the closing price of AMRN stock, enabling stakeholders to make well-informed investment decisions, manage risks effectively, optimize portfolios, Early warning systems to alert any fraud cases and align investment strategies with financial goals.

datapreprocessing eda hypothesis-testing machine-learning numpy pandas python random-forest regression regression-analysis statistics

Last synced: 12 Apr 2026

https://github.com/ryanfreckleton/kiloblog

A blog in 1024 bytes of code

flask hypothesis-testing pytest python

Last synced: 17 May 2026

https://github.com/ganava4/smsets

A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.

box-m-test covariance-matrices hotelling-t2 hypothesis-testing levene-test multivariate-analysis multivariate-analysis-in-r one-way-manova penrose-distance statistical-estimation statistical-inference two-sample-t-test van-valen-test