Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
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Updated
May 9, 2024 - HTML
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.
An R/Bioconfuctor package for association analysis of genomic regions based on permutation tests
A MATLAB package for multivariate permutation testing and effect size measurement
Machine learning tools for the analysis of systems serology data
A statistics package with a variety of bootstrap and other resampling tools
Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.
Statistical package for fast exact tests and simulations
Topological Learning for Brain Networks (Annals of Applied Statistics; MICCAI 2021)
Permutation tests for MixedModels.jl
Permutation-Based FDR Point and Confidence Interval Estimation
Implements various nonparametric tests in chapters 1-5 of the book "An introduction to modern nonparametric statistics" by James J. Higgins.
Easy-to-use collection of statistical methods and techniques, all written in R 🗂
Testing hypothesis and building Confidence Intervals
Power Outage Data Analysis in USA
Permutation testing in single cell analysis
Code for our paper: "Adaptive Geo-Topological Independence Criterion".
Permutation Test for Principal Components Analysis
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