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.

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PamelaPairo/maestria_DM

Materiales de las clases prácticas de AID y Aprendizaje Automático

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IndrajeetPatil/ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

Language: R - Size: 2.21 GB - Last synced at: about 16 hours ago - Pushed at: about 17 hours ago - Stars: 2,093 - Forks: 200

SuryaVamsi-P/Youtube-Trends-and-Tracks-Engagement

This project aims to leverage Python’s robust visualization libraries to derive deep insights from YouTube video trends data. Using the 'youtube.csv' dataset, this analysis explores the dynamics of YouTube video attributes such as views, likes, dislikes, and comment counts to understand user engagement and their emotional insights.

Language: Python - Size: 3.18 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

fgcz/prolfqua

Differential Expression Analysis tool box R lang package for omics data

Language: R - Size: 771 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 45 - Forks: 8

muthuganeshece/Business-Case-Study

This repository contains a collection of my work on business case studies of various industries, including e-commerce, logistics, retail, media etc.,

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ArnauGarciaGRBIO/GofCens

Repository with the Gofcens R package. The package contains Goodness-of-Fit Methods for Complete and Right-Censored Data.

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snap-stanford/POPPER

Automated Hypothesis Testing with Agentic Sequential Falsifications

Language: Python - Size: 26.8 MB - Last synced at: 3 days ago - Pushed at: 15 days ago - Stars: 182 - Forks: 17

AishwaryaGade02/Loan-Funnel-Optimization-Analysis

Tracks how loan applications move through each stage, helps spot where people drop off, and gives clear insights to improve approval strategies and overall performance.

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unionai-oss/pandera

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

Language: Python - Size: 4.09 MB - Last synced at: 2 days ago - Pushed at: 5 days ago - Stars: 3,784 - Forks: 333

hoangsonww/Amazon-Reviews-Analysis

🧐 This project analyzes Amazon Fine Food Reviews to investigate whether negative reviews are more emotionally intense and lexically repetitive than positive ones. Using R, we apply sentiment analysis and lexical diversity metrics to uncover patterns in consumer review language.

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namans-git/statistical_inference

report on stat inference

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mirkobunse/critdd

Critical difference diagrams with Python and Tikz

Language: Python - Size: 2.85 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 33 - Forks: 3

statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

Language: Python - Size: 52.4 MB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 10,628 - Forks: 3,256

Wilfred/propcheck

Quickcheck/hypothesis style testing for elisp

Language: Emacs Lisp - Size: 106 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 59 - Forks: 2

pb319/Segment-Stream

A repository dedicated to the analysis of customer segmentation. This project aims to implement and evaluate various segmentation methodologies, drawing inspiration and techniques from current research in the field.

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julian0112/EDA-and-Hypothesis-Testing-of-Feline-Dataset

EDA and Hypothesis Testing of Feline Behavior and Personality Survey Data

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erdogant/distfit

distfit is a python library for probability density fitting.

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JuliaStats/HypothesisTests.jl

Hypothesis tests for Julia

Language: Julia - Size: 2.15 MB - Last synced at: 4 days ago - Pushed at: 22 days ago - Stars: 309 - Forks: 89

steviecurran/two-sample

The confidence interval for a two sample test.

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lesleyzhao/Airbnb_Price_Prediction

Use machine learning to forecast prices based on property features and amenities.

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ashrithssreddy/statistics-toolkit

My personal toolkit for clean, end-to-end workflows in Applied Statistics — built for how I approach A/B testing, hypothesis testing and distributions day to day.

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spatstat/spatstat.explore

Sub-package of spatstat providing functions for exploratory and nonparametric data analysis

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tirthajyoti/Stats-Maths-with-Python

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

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pmichaillat/p-hacking

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

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TG-SHIVAM/hypothesis-testing-with-mens-and-womens-soccer-matches

a data-driven exploration of international men's and women's football (soccer) match results using Python

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shenxiangzhuang/mppt

A Modern Python Package Template

Language: Python - Size: 1.71 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 25 - Forks: 1

neurodata/hyppo

Python package for multivariate hypothesis testing

Language: Python - Size: 33.5 MB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 224 - Forks: 94

Kaleidophon/deep-significance

Enabling easy statistical significance testing for deep neural networks.

Language: Python - Size: 5.58 MB - Last synced at: 9 days ago - Pushed at: 10 months ago - Stars: 335 - Forks: 19

Dharmeshgadhiya161/Netflix-Movies-and-TV-Shows-Clustering-Unsupervised-ML

Netflix Movies and TV Shows Clustering Unsupervised ML

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Yang-Weichao/L2test

Code for "Score function-based tests for ultrahigh-dimensional linear models"

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alextimans/max-rank

Code repository for the paper "Max-Rank: Efficient Multiple Testing for Conformal Prediction" @ AISTATS 2025

Language: Python - Size: 17.6 KB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 1

ssinix/crag-to-competition

Climbing Performance Analysis: Does outdoor sport climbing success (8a.nu, The Crag) translate to IFSC competition results? Scrapes and analyzes data to explore correlations between outdoor grades and competitive boulder/lead rankings.

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AkshyaKC/Hypothesis-Testing

This project analyzes the relationship between the "Man of the Match" (MoM) award and the match outcome in IPL cricket matches (from season 2008 to 2017). The analysis employs statistical methods to test if MoM awards are significantly associated with the winning team status.

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Wb-az/timeseries-sensor-anomaly-detection

Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM

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ariqlubis/hypolens

a Python module that serves as a wrapper to simplify hypothesis testing using the Pingouin statistical library. With Hypolens, you only need to specify which column to group by and which column to test — no more writing repetitive boilerplate code.

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akshayyewle/Statistical-Analysis

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Sree-git4/Personal-Project-Sree

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lckh24/Multidimensional-Analysis-Course

Project using PCA to analysis

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Alcampopiano/hypothesize

Robust statistics in Python

Language: Python - Size: 5.2 MB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 66 - Forks: 4

JuliaDynamics/TimeseriesSurrogates.jl

A Julia package for generating timeseries surrogates

Language: Julia - Size: 259 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 52 - Forks: 9

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.

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mlatinov/-Wild-Blueberry-Yield-Prediction-

This dataset, sourced from Kaggle, provides insights into agricultural productivity by analyzing conditions that impact blueberry growth. Our goal is to develop a predictive model that helps farmers and researchers make data-driven decisions for improving crop yield.

Language: R - Size: 737 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

ankit-verma2000/Business-Case-Yulu

This project analyzed factors affecting the demand for shared electric cycles in the Indian market. Using EDA and hypothesis testing, I found no significant effect of "working day" on rental count but confirmed that seasonality influences demand. The insights provide valuable guidance for optimizing shared cycle availability.

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caesaredia/chicago-taxi-data-insights

Exploratory data analysis and hypothesis testing on Chicago taxi trip data to uncover patterns in demand and the effects of rainy weather on travel time.

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jchristopherson/fstats

A modern Fortran statistical library.

Language: Fortran - Size: 4.77 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 15 - Forks: 1

bhaskatripathi/HypothesisHub

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

Language: Jupyter Notebook - Size: 599 KB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 35 - Forks: 2

0DmytroPoliak0/pix2pix3d-my-version-tests-only

Quality Assurance Testing of Image Generation Models using pix2pix3D

Language: Python - Size: 274 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

fannie1208/FactTest

Code for "FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees"

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shervinea/stanford-cme-106-probability-and-statistics

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

Size: 1.27 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 729 - Forks: 222

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

Language: Python - Size: 1.42 MB - Last synced at: 29 days ago - Pushed at: 7 months ago - Stars: 161 - Forks: 33

djsutherland/opt-mmd

Learning kernels to maximize the power of MMD tests

Language: Python - Size: 97.7 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 210 - Forks: 73

RishiMdvrm/Comprehensive-analysis-of-EPL-match-data

This project analyzes EPL matches using machine learning and statistical methods, focusing on factors like team formations and home advantage to predict match outcomes and provide actionable insights.

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edcr09/Mobile_carrier_tariff_analysis

DA-4 Proyecto de análisis de tarifas de operador movil

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albertfrancajosuacosta/An_Error_Approximation_Approach_Based_on_Active_Learning_for_Concept_Drift_Detection

The datasets and software generated or analyzed in the paper 'An Error Approximate Approach Based on Active Learning for Concept Drift Detection' are available in this repository.

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Abhi1697/BankLoanDefaultRiskAnalysis

This repo provides insights to the key financial factors that influence the Loan Default likelihood. An extensive data cleaning and transformation, followed by exploratory data analysis and statistical hypothesis testing was done

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ligurio/lark-grammars

Grammars suitable for lark parser and Hypothesis

Language: Python - Size: 161 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 46 - Forks: 5

Kong-WayneState/HDMANOVA

High-Dimensional MANOVA

Language: R - Size: 47.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

yeager20001118/AdapTesting

Tool box for Data Adaptive Hypothesis Testing

Language: Python - Size: 28 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

Fabio-Vieira/EBF

An R package to compute Empirical Bayes Factors from random-effect estimates. This test can be used in the mixed-effect model context to determine whether an effect should be fixed or random.

Language: R - Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mjteran/correlation_hypotheses_EDA

This project uses correlation analysis to explore relationships between health and lifestyle factors. It involves Exploratory Data Analysis EDA, Hypothesis testing, and various Correlation tests (Pearson, Point-Biserial, Phi Coefficient, Kendall’s Tau) to identify significant correlations.

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ederricho/Probability-Distributions

Null Distributions for Nonparametric Tests

Language: R - Size: 24.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mlatinov/-Sustainable-Habitability-Score-Prediction

This project predicts a property's Sustainable Habitability Score using machine learning, providing insights for smarter housing decisions. Inspired by Kaggle Playground Series S3E14 and part of #MLOlympiad,

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muratal49/Statistical-Analysis-on-Open-Policing-

Statistical analysis on National Open Policing Data, using R studio. Different hypothesis testing methods are applied for interpreting the data.

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SaiSampathKedari/Statistical-Inference-Theory

Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 6-9), covering essential concepts in Statistical Inference. Topics include Sufficiency, Point Estimation, Hypothesis Testing, and Interval Estimation, crucial for Statistical Machine Learning, Computational Statistics, and Probabilistic Robotics.

Size: 82.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

PacktWorkshops/The-Data-Analysis-Workshop

A New Interactive Approach to Learning Data Analysis

Language: Jupyter Notebook - Size: 63.3 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 70 - Forks: 56

rreece/statistics-notebooks

Ryan's statistics notebooks

Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

cescalara/icecube_tools

Python tools for working with the IceCube public data.

Language: Python - Size: 34.8 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 16 - Forks: 8

frank01101/quasar_candidates

Exploratory data analysis in Python of the quasar candidates catalog by Richards et al., ApJS 219 (2015).

Language: Jupyter Notebook - Size: 19.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 8.1 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 114 - Forks: 44

happyhappyprojects/hypothesis_testing_with_mens_and_womens_soccer_matches

This is a DataCamp project on hypothesis testing.

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yug95/MachineLearning

Machine learning for beginner(Data Science enthusiast)

Language: Jupyter Notebook - Size: 187 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 115 - Forks: 131

JenithaLessie/AB-testing

A/B testing

Size: 44.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

laxmaroon/Data_Driven_HR_Decisions

Analyzed a dataset and built predictive models to provide valuable insights to the Human Resources (HR) department of a large consulting firm.

Language: Jupyter Notebook - Size: 9.82 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

nikhilfuke1/A-B-Testing-and-Regression-Analysis-Python

Python Statistical Project involves data analysis, visualization, A/B testing, and regression analysis to determine the best-performing platform.

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

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.

Language: R - Size: 9.43 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 24 - Forks: 12

moderndive/ModernDive_book

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

Language: HTML - Size: 1.35 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 771 - Forks: 501

Pegah-Ardehkhani/Statistics-and-Probability-in-Python

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

Language: Jupyter Notebook - Size: 6.66 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 139 - Forks: 37

ClaireJ2100/health-insurance-cost-analysis

This project was completed as part of STAT 201. It investigates whether gender should influence health insurance premiums by analyzing medical cost data and conducting hypothesis testing in R. Using statistical inference methods, the project explores if men or women incur higher healthcare costs on average.

Language: Jupyter Notebook - Size: 174 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ndomah1/Learning-Probability-and-Statistics

This repo is a comprehensive learning resource that covers fundamental to advanced topics in probability and statistics, including probability theory, descriptive and inferential statistics, probability distributions, regression analysis, and data exploration techniques.

Size: 432 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

HardMax71/pydantic-neomodel-dict

Pydantic ↔ Neomodel OGM ↔ Python Dict Converter

Language: Python - Size: 112 KB - Last synced at: 20 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

biona001/Knockoffs.jl

Variable Selection with Knockoffs

Language: Julia - Size: 13.1 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 7 - Forks: 0

firoz-ahmad-likhon/probability-and-statistics-exercises

A collection of exercises and practice problems on probability and statistics using Python. Covers concepts like probability distributions, hypothesis testing, regression, and more.

Language: Python - Size: 120 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Riciokzz/Podcasts-Reviews

An analysis of Podcasts Reviews.

Language: Jupyter Notebook - Size: 546 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Riciokzz/Football-Analysis

An analysis of European Football.

Language: Jupyter Notebook - Size: 738 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

nikhilfuke1/Hypothesis-Testing-Analysis-Python-Statistics

This project explores hypothesis testing techniques in Python, focusing on analyzing real-world data to draw meaningful conclusions. project also emphasizes presenting findings effectively through data storytelling and impactful visual presentations.

Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

AbhinavChaitanya01/Modeling-Typing-Performance

Research work on 'Modeling Typing Performance: Insights from a Novel Dataset and Minimal Attributes'

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Cyberoctane29/EPA-Carbon-Monoxide-AQI-Analysis

This project continues my EPA Air Quality AQI Analysis, focusing on carbon monoxide levels in EPA data. Using Python, I applied statistics, probability analysis, outlier detection, sampling, and hypothesis testing to assess pollution and health impacts. Leveraging Pandas, NumPy, SciPy, and Matplotlib, it supports environmental policy decisions.

Language: Jupyter Notebook - Size: 348 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

AzaRKazar/Athlete-Injury-Risk-Analyzer

Athlete Injury Risk Analyzer predicts injury risks using symmetry metrics (force, impulse, torque). It classifies athletes into risk categories with machine learning models and offers a user-friendly Streamlit app for data upload and predictions.

Language: Jupyter Notebook - Size: 19.4 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 2 - Forks: 0

data-analyst77/Influenza-Season-Tableau

Developing a staffing plan to address influenza-related deaths in US states, focusing on location and timing without additional resources. Utilizes Excel for data cleaning, integration, and transformation, while Tableau is used for visualization. Methods include hypothesis testing to drive effective resource allocation.

Size: 122 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

JetBrains-Research/bioinf-commons

Bioinformatics library in Kotlin

Language: Kotlin - Size: 2.44 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 32 - Forks: 3

netojoao85/data_analysis_reports

📈Reports with organized and summarised findings. Creating data stories through relevant and creative visualisations, statistical analysis, hypothesis-testing, etc.

Language: HTML - Size: 15.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

xrobin/pROC

Display and analyze ROC curves in R and S+

Language: R - Size: 2.24 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 126 - Forks: 31

NobuhiroMoteki/Introduction-to-Statistics

Introductory self-learning text for interval estimation and hypothesis testing, which are the two-central topics in frequentist statistics

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dho-rae/Plane-Crash-Fatalities-ML

This project investigates the impact of flight type, crash cause, and region on fatality rates using t-tests, proportion tests, ANOVA, and linear regression. Developed for the Foundations of Machine Learning course, demonstrating proficiency in hypothesis testing, statistical modelling, and data-driven decision-making.

Size: 657 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

dho-rae/US-Police-Killings-Data-Analysis

An R-based statistical analysis of US police killings, using data from mappingpoliceviolence.us. This project explores trends in police-related fatalities by demographics, region, armed status, and officer convictions. Completed for the Foundations of Analytics course.

Size: 557 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

bessarodrigo/hypothesis_test_human_development_index

Testes de Hipóteses | Média e Variância de duas populações - Índice de Desenvolvimento Humano de municípios do Nordeste, Norte e Sul.

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bessarodrigo/hypothesis_test-water_quality_tests

Testes de Hipóteses | Média e Variância de duas populações - Qualidade do pH de Duas Represas de Água.

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bessarodrigo/hypothesis_test_healthy_program

Teste de Hipóteses da média de uma população para avaliar o nível de colesterol dos colaboradores de uma empresa.

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alansampedro/us_flu_season

Skills: Excel, SQL, Tableau

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