There are 0 repository under permutation-test topic.
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Randomization-based inference in Python
Python package for permutation tests, for statistics and machine learning.
A MATLAB package for multivariate permutation testing and effect size measurement
A statistics package with a variety of bootstrap and other resampling tools
Machine learning tools for the analysis of systems serology data
Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.
Statistical package for fast exact tests and simulations
Permutation tests for MixedModels.jl
Easy-to-use collection of statistical methods and techniques, all written in R đź—‚
Implements various nonparametric tests in chapters 1-5 of the book "An introduction to modern nonparametric statistics" by James J. Higgins.
Permutation-Based FDR Point and Confidence Interval Estimation
Testing hypothesis and building Confidence Intervals
Permutation Test for Principal Components Analysis
Power Outage Data Analysis in USA
Permutation testing in single cell analysis
Nonparametric analysis of 2020 US presidential elections.
Analysis code and Latex source of the manuscript describing the conditional permutation test of confounding bias in predictive modelling.
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.
In this project, we analyze differences in performance metrics for collegiate basketball teams that have qualified for March Madness versus those that have not using a variety of Monte Carlo Simulation methods in R.
r code for permutation tests
Pipeline for the analysis of single-cell familial data from multiplex clonal assay
The purpose of this inferential analysis project is to determine the impact of regulations on handheld devices while driving.
Applies natural language processing techniques to political speech topic modeling using Python & permutation tests using R
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.
MLstatkit is a comprehensive Python library designed to seamlessly integrate established statistical methods into machine learning projects.
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.
Program Evaluation with Non-Parametric Statistics and Hypothesis Testing
This is the code of a group university project on insurance premiums I took part in. Nonparametric statistics has been used for the data analysis and a shiny app has been implemented to show health insurance premium predictions. I thank Anna Iob, Martina Garavaglia and Veronica Mazzola who have partecipated in the project realisation.