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GitHub topics: permutation-test

ANSQ1/Statistical-Analysis-of-Advertising-Dataset

This repository contains a thorough analysis of an advertising dataset using statistical methods. ๐Ÿ“Š Explore Reports 1 and 2 for insights on effective advertising strategies and visualizations. ๐Ÿ’ป

Language: Jupyter Notebook - Size: 39.4 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

qddyy/LearnNonparam

'R6'-Based Flexible Framework for Permutation Tests

Language: R - Size: 8.28 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 0

Schrausser/HP_Prime_MATH

Mathematical and statistical applications for HP Prime.

Language: TeX - Size: 667 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

bernatgel/regioneR

An R/Bioconfuctor package for association analysis of genomic regions based on permutation tests

Language: R - Size: 1.17 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 13 - Forks: 3

Vinit2244/Statistical-Analysis-of-Advertising-Dataset

This project analyzes advertising dataset using statistical methods such as descriptive statistics, visualisations, and inferential analysis. The project first visualises the dataset then applies hypothesis testing techniques to identify the most effective advertising platforms and strategies.

Language: Jupyter Notebook - Size: 39.4 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

moderndive/ModernDive_book

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

Language: HTML - Size: 1.35 GB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 776 - Forks: 506

stat-by-tish/non-parametric-two-way-anova

A novel approach for performing non-parametric two-way ANOVA using a bootstrap permutation method. Built for a student project.

Language: R - Size: 4.33 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

qbarthelemy/PyPermut

Python package for permutation tests, for statistics and machine learning.

Language: Python - Size: 240 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 24 - Forks: 1

scikit-hep/resample

Randomization-based inference in Python

Language: Python - Size: 1.49 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 79 - Forks: 12

Brritany/MLstatkit

MLstatkit is a comprehensive Python library designed to seamlessly integrate established statistical methods into machine learning projects.

Language: Python - Size: 192 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 9 - Forks: 0

amatov/ClusterTrackTubuline

ClusterTrack software allowed for the first time comprehensive measurements of microtubule behavior, including during stages of depolymerization, for which there is no known molecular marker

Language: MATLAB - Size: 2.77 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

MattE34/Auto-Insurance-Analysis

Conducted a comprehensive exploratory data analysis (EDA) on an auto insurance dataset that I found from Kaggle. I performed a permutation test and generated data visualizations.

Language: Jupyter Notebook - Size: 975 KB - Last synced at: 21 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Schrausser/Various_programs

Tools forย simple calculations, bootstrapping, permutation tests etc.

Language: Assembly - Size: 352 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

acpennlab/statistics-resampling Fork of gnu-octave/statistics-resampling

A statistics package with a variety of bootstrap and other resampling tools. This repository is synced to the same-named repository owned by GNU-Octave. It exists to facilitate publication of the developmental version of the statistics-resampling toolbox at MathWorks FileExchange.

Language: MATLAB - Size: 18.2 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

ravindusenavirathna/Heart-Disease-Classification-Models

This repository contains a comparative analysis of Logistic Regression and Random Forest models for heart disease prediction, including data preprocessing, visualization, and statistical evaluation of model performance.

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Schrausser/PRM

Permutation methods calculator. Android application for the calculation of permutation tests.

Language: QuickBASIC - Size: 873 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

nathan-lindstedt/randomization_tests

Permutation Methods for Nonprobability Data

Language: Python - Size: 93.8 KB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Schrausser/Ip

Inferential permutation methods Ip (beta version).

Language: C - Size: 186 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

trevismd/permutations-stats

Statistical package for fast exact tests and simulations

Language: Python - Size: 112 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

RoryQo/Anorexia-Treatment-Evaluation-Lab

Evaluate the effectiveness of treatment types for anorexia using T tests, permutation tests, and QQ-plots

Language: R - Size: 153 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

pni-lab/mlconfound

Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.

Language: Jupyter Notebook - Size: 137 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

PiotrTymoszuk/perich

Permutation Enrichment Testing for Binary Data

Language: R - Size: 1020 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

akglazer/permutest

An R package for running permutation tests and constructing associated confidence interals.

Language: R - Size: 73.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

mickcrosse/PERMUTOOLS

A MATLAB package for multivariate permutation testing and effect size measurement

Language: MATLAB - Size: 1.75 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 16 - Forks: 2

Devanshi-Bavaria/Predictive-Modeling-for-Stock-Market-Trends

๐Ÿ“ˆ Comprehensive stock price analysis, including preprocessing, clustering, correlation, and predictive modeling, to enhance investment insights and accuracy. ๐Ÿ’ก

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

Senich17/educational-impact-analysis

A series of analyses to investigate the impact of parental education level on students' math scores.

Language: Jupyter Notebook - Size: 52.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

gnu-octave/statistics-resampling Fork of acp29/iboot

A statistics package with a variety of bootstrap and other resampling tools

Language: MATLAB - Size: 17.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

tracyreuter/time-series-anomaly-detection

Detect anomalies in time series data via permutation

Language: R - Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

palday/MixedModelsPermutations.jl

Permutation tests for MixedModels.jl

Language: Julia - Size: 723 KB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 2

nathanaelrorie/Baseball-On-the-Clock

This is my senior project for my data science degree at Belmont University where I will be looking at the effect of the MLB Pitch Clock on pitcher's performance.

Language: Jupyter Notebook - Size: 5.05 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GiulioPr/Generational_multiplex_analysis

Pipeline for the analysis of single-cell familial data from multiplex clonal assay

Language: Jupyter Notebook - Size: 8.97 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Xin-Bu/Computational_linguistic_analysis

Applies natural language processing techniques to political speech topic modeling using Python & permutation tests using R

Language: HTML - Size: 868 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dorisyan1122/Non-Paramatric-Testing

Program Evaluation with Non-Parametric Statistics and Hypothesis Testing

Language: HTML - Size: 856 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

paulinamoskwa/R-Stats

Easy-to-use collection of statistical methods and techniques, all written in R ๐Ÿ—‚

Language: HTML - Size: 6.31 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

Xin-Bu/Computaional_linguistic_analysis

Applies natural language processing techniques to political speech topic modeling using Python & permutation tests using R

Language: HTML - Size: 902 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Carol-seven/PCAperm

Permutation Test for Principal Components Analysis

Language: R - Size: 3.88 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Niccolo-Ajroldi/Nonparametric-Statistics-Project

Nonparametric analysis of 2020 US presidential elections.

Language: R - Size: 32.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

johnbrendanowens/Bootstrap-and-Permutation-Test

This is a project I did in the Spring of 2017 for the graduate course, Statistical Computing. In this project, I used a bootstrap approach to obtain a 90% confidence interval for an estimate of the coefficient variation

Language: R - Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

Lacerdash/Hypothesis-Testing-Confidence-Interval

Testing hypothesis and building Confidence Intervals

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ericsun153/Illuminating_US_Outage_Landscape

Power Outage Data Analysis in USA

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

USCbiostats/fdrci

Permutation-Based FDR Point and Confidence Interval Estimation

Language: R - Size: 386 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

LoosC/systemsseRology

Machine learning tools for the analysis of systems serology data

Language: R - Size: 292 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

einatrs/permutation-test-for-ERP

r code for permutation tests

Language: HTML - Size: 1.57 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

MelodyJIN-Y/MDSresearchproject

Permutation testing in single cell analysis

Language: R - Size: 4.26 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

pni-lab/mlconfound-manuscript

Analysis code and Latex source of the manuscript describing the conditional permutation test of confounding bias in predictive modelling.

Language: Jupyter Notebook - Size: 86.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

zhpinkman/permutation-tests

The aim of this project is to apply different permutation tests on different datasets alongside checking their accuracy and flaws. This project was part of my thesis under the supervision of Dr. Bahrak at the University of Tehran.

Language: Jupyter Notebook - Size: 60.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

cbrightly1/permutations-experiment

This was an experiment of a 2-sample permutation or randomization T-test with a small pre-and post-survey. The client had a small sample (n<30) and the experiment informed the research results.

Size: 359 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

KUANCHENGFU/Football-Attendance-Forecasting

Size: 209 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

RBEllison/Regulation-of-Cell-Phone-Use-While-Driving

The purpose of this inferential analysis project is to determine the impact of regulations on handheld devices while driving.

Size: 931 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

doerlbh/AGTIC

Code for our paper: "Adaptive Geo-Topological Independence Criterion".

Language: MATLAB - Size: 4.2 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

AndrMenezes/sts2017

Course of Special Topics in Statistics at UEM in 2017

Language: R - Size: 4.9 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

Related Keywords
permutation-test 51 statistics 13 bootstrap 13 r 11 hypothesis-testing 10 python 9 randomization-test 7 nonparametric-statistics 6 confidence-intervals 5 resampling-methods 5 rstats 4 bootstrapping-statistics 4 machine-learning 4 rstudio 4 anova-test 4 statistical-tests 4 statistical-analysis 3 multiple-comparisons 3 statistical-inference 3 regression 3 t-test 3 confidence-interval 2 eda 2 textual-analysis 2 block-bootstrap 2 single-cell-analysis 2 data-science 2 data-visualization 2 toolbox 2 bootknife 2 prediction-error 2 posthoc-tests 2 linear-model 2 experimental-design 2 double-bootstrap 2 cluster-bootstrap 2 anova 2 deep-learning 2 kruskal-wallis-test 2 post-hoc-analysis 2 visualization 2 hypothesis-test 2 r-package 2 linear-models 2 calculus 2 simulation 2 conditional-independence 2 pca 2 effect-size 2 exact-statistics 2 mathematical-statistics 2 bootstrapping 2 combinatorics 2 nlp 2 pearson-correlation-coefficient 1 pearson-correlation 1 brunner-munzel-test 1 permutation 1 anomaly-detection 1 language-processing 1 resampling 1 time-series 1 mixed-models 1 3d-plot 1 baseball-savant 1 era 1 interactive-visualizations 1 mlb 1 panel 1 performance 1 exact-test 1 friedman-test 1 permutation-statistics 1 ab-testing 1 health-data 1 confounders 1 predictive-modeling 1 binary-data 1 enrichment-analysis 1 genetics 1 mutations 1 nonparametric 1 nonparametric-combination 1 frequentist-statistics 1 inferential-statistics 1 matlab-toolbox 1 clustering-analysis 1 correlation-analysis 1 ml 1 p-value 1 pitch-clock 1 bootsrapping 1 exploratory-analysis 1 exploratory-data-visualizations 1 data-cleaning-and-preprocessing 1 markdown-editor 1 missing-data-imputation 1 pandas-library 1 plotly-express 1 feature-selection 1