Permutational Multivariate Analysis of Variance (PERMANOVA) in R with Example code
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Updated
Jul 29, 2024 - Jupyter Notebook
Permutational Multivariate Analysis of Variance (PERMANOVA) in R with Example code
The PROCESS module
multimedia is an R package for multimodal mediation analysis of microbiome data. It has been designed to help integration of relative abundance, survey, and metabolomic data through causal mediation analysis.
R package : Group lasso based selection for high-dimensional mediation analysis
This repository contains the documentation for reproducibility of the study "Preoperative atelectasis in patients with obesity undergoing bariatric surgery: a cross-sectional study".
R package : Spectral Clustering to define blocks of mediators causally related or correlated, and multi-block mediation analysis.
This R package is based on the work presented in A. Jérolon et al., "Causal mediation analysis in presence of multiple mediators uncausally related".The work allowing multiple mediation analyzes with a survival outcome was largely developed with Arce Domingo. This work is presented in Domingo-Relloso et al., "Causal mediation for uncausally relate
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Modern mediation analysis for basic, clinical and epidemiological research in diabetes and endocrinology
A mediation analysis for a nonrare dichotomous outcome with sequentially ordered multiple mediators
Docs of jamovi Advanced Mediation Models
MR project investigating the mediating role of mammographic density in the childhood body size and breast cancer relationship
This project aims to test the existence of an association between stressor-evoked bold activity and carotid artery intima media thickness (CA-IMT) mediated by measures of cardiovascular reactivity
A novel meta-analysis framework of the R-squared (R2)-based mediation effect estimation for high-dimensional omics mediators
This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.
📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
Implementation of "Off-Policy Interval Estimation with Confounded Markov Decision Process" (JASA, 2022+)
This is the repository for the RMediation package.
Here I did an analysis of a survey taken on cell based meat and processed it using R to find correlations and make some assumptions on the data.
R package to conduct mediation analysis using joint significance.
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