Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: hypothesis-testing

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: 1.4 MB - Last synced: about 12 hours ago - Pushed: about 13 hours ago - Stars: 134 - Forks: 29

chuksoo/Mathematics-for-Machine-Learning-and-Data-Science-Specialization

This repository contains notes, slides, labs, assignments and projects for the Mathematics for Machine Learning and Data Science by DeepLearning.AI and Coursera.

Language: Jupyter Notebook - Size: 104 MB - Last synced: about 13 hours ago - Pushed: about 14 hours ago - Stars: 1 - Forks: 1

KasiMuthuveerappan/Yulu_HypothesisTesting

📘This repository provides a detailed exploration of `Yulu` Bike rentals data using Hypothesis testing, employing statistical techniques, we delve into the nuances of customer behavior, E-bikes rental patterns offering insights & key metrics to enhance understanding and inform strategic decisions

Language: Jupyter Notebook - Size: 20.7 MB - Last synced: about 20 hours ago - Pushed: about 21 hours ago - Stars: 0 - Forks: 0

Teliteu/statistic_R

solving problems with data analysis, hypotheses and the most used statistical tests in ecology

Language: R - Size: 13.7 KB - Last synced: about 20 hours ago - Pushed: about 21 hours ago - Stars: 0 - Forks: 0

statmlben/dnn-inference

[TNNLS 2022] Significance tests of feature relevance for a black-box learner

Language: Python - Size: 568 MB - Last synced: 1 day ago - Pushed: about 1 month ago - Stars: 15 - Forks: 4

moderndive/ModernDive_book

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

Language: HTML - Size: 831 MB - Last synced: about 18 hours ago - Pushed: 2 days ago - Stars: 734 - Forks: 463

Alcampopiano/hypothesize

Robust statistics in Python

Language: Python - Size: 5.2 MB - Last synced: 2 days ago - Pushed: 10 months ago - Stars: 62 - Forks: 3

majianthu/tst

Code for the paper "Two-Sample Test with Copula Entropy"

Language: R - Size: 32.2 KB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

nhungnoon/process_and_model

process data, modelling

Language: Python - Size: 19.5 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

pmichaillat/p-hacking

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

Language: MATLAB - Size: 148 KB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 4 - Forks: 1

fgcz/prolfqua

Differential Expression Analysis tool box R lang package for omics data

Language: R - Size: 760 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 36 - Forks: 6

RafaelArutjunjan/InformationGeometry.jl

Methods for computational information geometry

Language: Julia - Size: 5.08 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 37 - Forks: 2

28101991SUNNY/BusinessCase_Data_Exploration-

Case Studies and Projects in Machine Learning/EDA/DL

Language: Jupyter Notebook - Size: 130 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 17 - Forks: 14

IndrajeetPatil/ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

Language: R - Size: 2.14 GB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 1,927 - Forks: 179

shwetapardhi/Assignment-03-Q5--Hypothesis-Testing

Chi2 contengency independence test Q5. Fantaloons Sales managers commented that % of males versus females walking in to the store differ based on day of the week. Analyze the data and determine whether there is evidence at 5 % significance level to support this hypothesis. Assume Null Hypothesis as Ho: Independence of categorical variables (% of

Language: Jupyter Notebook - Size: 0 Bytes - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

shwetapardhi/Assignment-03-Q4-Hypothesis-Testing

Chi2 contengency independence test Q4. 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

Language: Jupyter Notebook - Size: 0 Bytes - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

shwetapardhi/Assignment-2-Set3-Q5--Basic-Statistic-Level-2

In January 2005, a company that monitors Internet traffic (WebSideStory) reported that its sampling revealed that the Mozilla Firefox browser launched in 2004 had grabbed a 4.6% share of the market. I. If the sample were based on 2,000 users, could Microsoft conclude that Mozilla has a less than 5% share of the market? II. WebSideStory claims that

Language: Jupyter Notebook - Size: 3.91 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

shwetapardhi/Assignment-1-Q24--Basic-Statistics-Level-1

Q 24) A Government company claims that an average light bulb lasts 270 days. A researcher randomly selects 18 bulbs for testing. The sampled bulbs last an average of 260 days, with a standard deviation of 90 days. If the CEO's claim were true, what is the probability that 18 randomly selected bulbs would have an average life of no more than 260 day

Language: Jupyter Notebook - Size: 0 Bytes - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 6.84 KB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

weichi21/Hypothesis-Testing

Hypothesis Testing, Bootstrap Sampling

Language: Jupyter Notebook - Size: 297 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

Seniorveiga/CV

Projects that I have developed during my self-taught learning and master´s program.

Language: Jupyter Notebook - Size: 5.75 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

JuliaStats/HypothesisTests.jl

Hypothesis tests for Julia

Language: Julia - Size: 1.19 MB - Last synced: 3 days ago - Pushed: 5 days ago - Stars: 287 - Forks: 86

Code-forlife/Data-Analytics-Experiment

This repository provides a practical learning ground for data analysis with code and visualizations. Explore techniques like Apriori algorithm, EDA, K-Means clustering, and more!

Language: Jupyter Notebook - Size: 24.4 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

erdogant/distfit

distfit is a python library for probability density fitting.

Language: Jupyter Notebook - Size: 15.2 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 339 - Forks: 25

PamelaPairo/maestria_DM

Materiales de las clases prácticas de AID y Aprendizaje Automático

Language: HTML - Size: 24 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 1

markur4/plotastic

Streamlining statistical analysis by using plotting keywords in Python.

Language: Jupyter Notebook - Size: 25.5 MB - Last synced: 1 day ago - Pushed: about 1 month ago - Stars: 9 - Forks: 0

vusaverse/vvdoctor

R Shiny app / package to automate statistical testing

Language: R - Size: 1.11 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 0

dmarienko/Qube

Community version of quantitative backtesting framework

Language: Python - Size: 12.8 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 6 - Forks: 3

unionai-oss/pandera

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

Language: Python - Size: 3.41 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 3,009 - Forks: 273

avani1998/Airbnb-Data-Analysis

This project, conducted on Google Colab, analyzes a dataset focusing on Airbnb listings. Key steps include data cleaning, visualization, hypothesis testing, and K-Means clustering of GPS locations.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

arvinsingh/statistical-R

Statistical testing with R

Language: R - Size: 117 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 1

yasithdev/robustml

Out of Distribution Detection via Hypothesis Testing

Language: Jupyter Notebook - Size: 733 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 2 - Forks: 1

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.

Language: R - Size: 726 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 46 - Forks: 5

BoiniGanesh/DATS_6101_11_Team3

This project aims to analyze a dataset of sales transactions from a UK-based e-commerce store specializing in gifts and homewares over one year. With 500,000 rows and 8 columns, including transaction numbers, dates, product details, prices, quantities, customer identifiers, and countries, the analysis focuses on understanding customer behavior

Language: HTML - Size: 12.8 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 1 - Forks: 0

ararslan/MultivariateTests.jl

Multivariate statistical hypothesis testing in Julia

Language: Julia - Size: 53.7 KB - Last synced: 10 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

Manish7272/Retail_Sales_Prediction-main

Language: Jupyter Notebook - Size: 49.8 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 1 - Forks: 0

jyothisable/Walmart-EDA

EDA on walmart black friday sales with bootstrapping and hypothesis testing

Language: Jupyter Notebook - Size: 22.8 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

Rahman17309/ASSIGNMENT1

EXCELR ALL ASSIGNMENTS

Language: Jupyter Notebook - Size: 17.8 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 18.6 KB - Last synced: about 9 hours ago - Pushed: 4 months ago - Stars: 2 - 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: 9.42 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 6 - Forks: 4

AvijitChowdhury/Statistics-In-Python

Several Statistical Operations Performed along with PYthon

Language: Jupyter Notebook - Size: 168 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

manujbsharma/Lending_Club_Case_Study_EDA

By solving "Lending Club Case Study", I get an idea about how real business problems are solved using EDA. In this case study, apart from applying the techniques, I have learned in EDA, I also developed a basic understanding of risk analytics in banking and financial services and understand how data is used to minimize the risk of losing money while lending to customers.

Language: Jupyter Notebook - Size: 12 MB - Last synced: 17 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

manujbsharma/House_Prices_in_Australia

Build a regularized regression model to understand the most important variables to predict house prices in Australia.

Language: Jupyter Notebook - Size: 2.36 MB - Last synced: 17 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

mxagar/statistics_with_python_coursera

My personal notes done while following the Coursera Specialization "Statistics with Python", from the University of Michingan, hosted by Dr. Brenda Gunderson.

Language: Jupyter Notebook - Size: 65.7 MB - Last synced: 17 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

mxagar/expert_chase

Analysis and modelling of an expert and company/project matching dataset. The problem: we have a pool of candidate experts that could match with a client project and we'd like to optimize their outreach success.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced: 17 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ligurio/lark-grammars

Grammars suitable for lark parser and Hypothesis

Language: Python - Size: 161 KB - Last synced: 12 days ago - Pushed: about 1 month ago - Stars: 40 - Forks: 6

ankit-kothari/Data-Science-Journey

Language: Jupyter Notebook - Size: 119 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 1 - Forks: 0

spatstat/spatstat.explore

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

Language: R - Size: 1.73 MB - Last synced: 20 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 1

ShaikRiyazSandy/Hypothesis-Testing

Hypothesis Testing

Language: Jupyter Notebook - Size: 393 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

ericyoc/exploratory_data_analysis_demo

A demonstration of exploartory data analysis with hypothesis testing.

Language: Jupyter Notebook - Size: 133 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

yash-rewalia/Airline-Passeneger-Recommendations-Classification

The primary objective is to deploy a robust classifier model that accurately predicts user recommendations, empowering airlines to strategize effectively, understand user behavior, optimize services, and align business strategies with financial objectives.

Language: Jupyter Notebook - Size: 29.9 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 1 - Forks: 0

geethanjali-2003/Red_Wine_Quality_SDA_Project

Language: R - Size: 1.48 MB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

Anas1108/Predicting-Mortality-and-Cardiovascular-Diseases

A dataset containing 12 features for predicting mortality by heart failure caused by Cardiovascular Diseases (CVDs) is analyzed. The dataset includes demographic information such as gender, age, and presence of risk factors like diabetes, anemia, high blood pressure, and smoking habits.

Language: R - Size: 92.8 KB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Anas1108/Road-Condition-Detection-using-Accelerometer-and-Gyro-Sensors

A research project on road condition detection using accelerometer and gyro sensors. The goal is to determine the accuracy of detecting road conditions by augmenting accelerometer readings with gyro sensor data.

Language: R - Size: 5.86 KB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Anas1108/Payroll-Analysis-in-Los-Angeles-City

Los Angeles City employee payroll data analyzed using hypothesis testing to answer 5 questions on bonus pay, department, overtime and health cost comparison. Results based on examination of provided dataset with empty fields handled.

Language: R - Size: 7.81 KB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

LinaYorda/Chi-Square-Test-on-university-website

chi-square test within the Montana Library case study.

Language: Jupyter Notebook - Size: 1000 KB - Last synced: 24 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

YikiSu/abtesting_cookiecats

Language: Jupyter Notebook - Size: 11.5 MB - Last synced: 26 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

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

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.

Language: R - Size: 486 KB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

Language: Python - Size: 52.5 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 9,506 - Forks: 2,818

jchristopherson/fstats

A modern Fortran statistical library.

Language: Fortran - Size: 3.02 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 4 - Forks: 0

shenxiangzhuang/mppt

A Modern Python Package Template

Language: Python - Size: 497 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 10 - Forks: 1

biona001/Knockoffs.jl

Variable Selection with Knockoffs

Language: Julia - Size: 11.7 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 6 - Forks: 0

0todd0000/rft1d

One-Dimensional Random Field Theory in Python

Language: Python - Size: 14.3 MB - Last synced: 27 days ago - Pushed: 4 months ago - Stars: 3 - Forks: 3

DPetrukhina/Practicum

Practicum Portfolio

Language: Jupyter Notebook - Size: 19.8 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0

neurodata/hyppo

Python package for multivariate hypothesis testing

Language: Python - Size: 33.4 MB - Last synced: 5 days ago - Pushed: about 1 month ago - Stars: 214 - Forks: 89

XiyuanWu/Data_Glacier_Intern

Data Science Intern at Data Glacier

Language: Jupyter Notebook - Size: 27 MB - Last synced: 17 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

ankitrajput77/SI_Project_1

Language: Python - Size: 535 KB - Last synced: 24 days ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

nrsharip/test-statistics

Examples of using the test statistics to test hypotheses

Language: Python - Size: 104 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

laszlokorte/hypothesis-test

An interactive visusalization that shows how an optimal binary classifier can be derived from two given hypothesis.

Language: Svelte - Size: 102 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

KasiMuthuveerappan/Delhivery-FeatureEngineering

📔 This repository of Delhivery's logistical endeavors, emphasizing the utilization of data processing, feature extraction, and hypothesis testing methodologies, A meticulous comparison analysis of ACTUAL vs OSRM time-distance metrics, we unveil intricate patterns, providing invaluable insights and metrics for decision-making with precision.

Language: Jupyter Notebook - Size: 24.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

cescalara/icecube_tools

Python tools for working with the IceCube public data.

Language: Python - Size: 30.7 MB - Last synced: 19 days ago - Pushed: about 2 months ago - Stars: 12 - Forks: 8

Hermann-web/some-common-statistical-methods

python module, showcasing computation (as part of a learning process) of some common statistical methods including mininum sample size, confidence interval estimation methods for mean or proportion, hypothesis testing mehods and regression models witth metrics and test suites

Language: Python - Size: 582 KB - Last synced: 2 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

gepapago/Empirical-Research

Basic methodologies of Empirical Research applied on various case studies (R language)

Size: 46.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

yashika-malhotra/MicroMobility-Service-Provider---Hypothesis-Testing

Examined factors influencing demand for micro-mobility shared electric cycles Performed exploratory analysis and hypothesis testing, revealing the distinct influence of weather-season association on hourly counts

Language: Jupyter Notebook - Size: 3.34 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

grumpyclam/Vehicle-Frequency-Impact-on-Border-State-Overdose-Deaths

Hypothesis testing via linear regression and pearsons correlation to understand the relationship between border vehicle frequency and drug overdose deaths.

Language: Jupyter Notebook - Size: 4.32 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

fengliu90/DK-for-TST

This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).

Language: Python - Size: 6.74 MB - Last synced: 25 days ago - Pushed: almost 3 years ago - Stars: 44 - Forks: 10

MuyiwaNau/Salifort-Motors-project

This project is an opportunity for you to analyze a dataset and build predictive models that can provide insights to the Human Resources (HR) department of a large consulting firm.

Language: Jupyter Notebook - Size: 4.04 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

karoliskoncevicius/matrixTests

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

Language: R - Size: 612 KB - Last synced: 9 days ago - Pushed: 7 months ago - Stars: 35 - Forks: 5

udaisharma99/Hypothesis-Testing-Using-Python

This project summarizes the findings of an A/B testing experiment comparing a Light Theme and a Dark Theme for a website. We investigated user behavior metrics to understand which theme might be more effective.

Language: Jupyter Notebook - Size: 68.4 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

JeffWang0325/Microsoft-DAT256X-Essential-Math-for-Machine-Learning-Python-Edition

Machine learning and AI are built on mathematical principles like Calculus, Linear Algebra, Probability, Statistics, and Optimization. This course aims to help you learn some essential foundational concepts and the notation used to express them.

Language: Jupyter Notebook - Size: 2 MB - Last synced: 6 days ago - Pushed: over 2 years ago - Stars: 6 - Forks: 3

SeanEaston1/Payment-Method-Analysis-for-Taxi-Revenue-Enhancement

Explore insights and strategies to enhance taxi revenue through an in-depth analysis of payment methods. This repository dives into the correlation between payment types and fare pricing, offering valuable recommendations for optimizing earnings without compromising customer satisfaction.

Language: Jupyter Notebook - Size: 391 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

srimallipudi/Stock-Portfolio-Risk-Evaluation-for-Investment-Decision

This repository analyzes the performance of three potential stocks (Apple, Intel Corp, and Kroger) for investment portfolio diversification.

Language: R - Size: 149 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Honey28Git/BCG-Data-Science-Job-Simulation-Forage-

The Following Project is a Data Science Job Simulation Project provided by BCG on Forage.com. Predicting whether a customer will churn using a predictive model.

Language: Jupyter Notebook - Size: 6.88 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

scds/hypothesis-testing-regression-analysis-r

In this workshop, participants will learn how to conduct hypothesis tests in R, along with correlation and regression analysis. The session will include t test, paired t test, ANOVA, regression, correlation, and covariance. The workshop is open to all who wish to learn about running data analysis in R, however, it is essential to have some prior basic knowledge of the software.

Language: HTML - Size: 993 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

LaurentVeyssier/Starbucks_case_study_Udacity_Data_Science

Case study from UDACITY Data Scientist Nanodegree

Language: Jupyter Notebook - Size: 1.75 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

nrsharip/distributions

Examples of generating random variables from the basic probability distributions

Language: Python - Size: 67.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 1

xrobin/pROC

Display and analyze ROC curves in R and S+

Language: R - Size: 2.06 MB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 114 - Forks: 31

hrishabht5/COVID-19-Claims-analysis

This R script analyses COVID-19 data focusing on death rates, age, and gender effects on mortality. It computes descriptive statistics, cleans data, calculates death rates, performs hypothesis testing, and evaluates claims regarding age and gender effects on death.

Language: R - Size: 63.5 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

luiz-linkezio/True_Vision

Uso de Python para realizar testes de T-student em uma análise estatística. Parte de um projeto da cadeira de Estatística e Probabilidade para Computação, da graduação em Sistemas de Informação (SI) do Centro de Informática (CIn) da Universidade Federal de Pernambuco (UFPE), cadeira cursada por mim em 2023.

Language: Python - Size: 947 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

Kaleidophon/deep-significance

Enabling easy statistical significance testing for deep neural networks.

Language: Python - Size: 5.54 MB - Last synced: 19 days ago - Pushed: 7 months ago - Stars: 315 - Forks: 20

udayk1809/Hypothesis-testing-for-music-library

I used the chinook database and ran A/B testing on how the duration of a song in a music library results in business metric for all tracks, a particular album, a particular artist, a particular genre and a particular playlist. The results were recorded as a form of number of orders due to low/high duration of the song.

Language: Jupyter Notebook - Size: 579 KB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

lisstasy/hypothesis-testing-drug-safety

Exploring drug safety and adverse reactions in a randomized controlled trial.

Language: Jupyter Notebook - Size: 113 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

rohanbaisantry/regression_classifier_complete

This is a complete regression and classification machine learning model that will automate everything and the user will only have to input the training and testing data.

Language: Python - Size: 24.4 KB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

Dante-t0/power-outages-analysis

Project for DSC80 at UCSD

Language: HTML - Size: 637 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

rajadevineni/Statistics_with_MS_EXCEL

Statistics & Data Analysis with Excel. Regression Analysis, Regression Modeling with Excel, Hypothesis Testing, Stock portfolio Building

Size: 464 KB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

rreece/statistics-notebooks

Ryan's statistics notebooks

Language: Jupyter Notebook - Size: 2.74 MB - Last synced: about 2 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

xadex01/Test_of_hypothesis

Lecture Note

Language: HTML - Size: 587 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Kshitij-0509/yulu-business-casestudy

Which variables are significant in predicting the demand for shared electric cycles in the Indian market and How well those variables describe the electric cycle demands

Language: Jupyter Notebook - Size: 3.69 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

mhw32/persistent-homology

Statistically Quantifying Difference in the Observable Universe under Warm and Cold Dark Matter Assumptions

Language: Jupyter Notebook - Size: 339 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

jl3392/Inferential-Statistic-practice

Hypothesis test for large dataset using Central Limit Theorm

Language: Jupyter Notebook - Size: 612 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1

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hypothesis-testing 799 python 212 statistics 187 machine-learning 111 data-science 98 pandas 96 data-analysis 87 data-visualization 78 numpy 75 r 75 exploratory-data-analysis 67 statistical-analysis 61 linear-regression 57 regression 52 probability 50 scipy 46 seaborn 46 confidence-intervals 45 python3 45 ab-testing 44 logistic-regression 42 matplotlib 40 jupyter-notebook 33 p-value 33 t-test 33 eda 32 inferential-statistics 31 anova-test 31 visualization 30 stats 29 anova 28 significance-testing 28 statsmodels 25 descriptive-statistics 25 scipy-stats 23 chi-square-test 23 feature-engineering 22 sql 21 data-cleaning 20 regression-analysis 20 null-hypothesis 19 statistical-inference 19 analysis 18 random-forest 18 classification 17 data 17 rstudio 17 r-programming 16 ttest 16 hypothesis 16 matplotlib-pyplot 16 alternate-hypothesis 15 kernel-methods 15 clustering 14 hypothesis-tests 14 deep-learning 14 regression-models 13 normal-distribution 13 scikit-learn 13 chi2-contingency 13 statistical-tests 13 data-preprocessing 13 probability-distribution 13 sklearn 12 tableau 12 decision-trees 12 plotly 12 z-test 12 data-analytics 11 time-series 11 central-limit-theorem 11 machine-learning-algorithms 11 analytics 10 bootstrap 10 nlp 10 excel 10 multiple-linear-regression 10 abtesting 10 statistical-models 10 feature-selection 10 bayesian-statistics 9 experimental-design 9 ggplot2 9 pandas-dataframe 9 a-b-testing 9 correlation 9 simulation 9 nonparametric-statistics 9 pca 9 sampling 8 data-analysis-python 8 mean 8 data-wrangling 8 confidence-interval 8 norm 8 principal-component-analysis 8 sampling-distribution 8 time-series-analysis 8 hypothesis-test 8 covid-19 8