A Python library for moderation, mediation and conditional process analysis.
-
Updated
Mar 8, 2022 - Python
A Python library for moderation, mediation and conditional process analysis.
The PROCESS module
Fast regression and mediation analysis of vertex or voxel MRI data with TFCE
Causing: CAUsal INterpretation using Graphs
Flexible mediation analysis using natural effect models in R
R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis
The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis
📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
📦 🎲 R/medshift: Causal Mediation Analysis for Stochastic Interventions
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
This repository contains the documentation for reproducibility of the study "Preoperative atelectasis in patients with obesity undergoing bariatric surgery: a cross-sectional study".
Docs of jamovi Advanced Mediation Models
R package to conduct mediation analysis using joint significance.
Modern mediation analysis for basic, clinical and epidemiological research in diabetes and endocrinology
MR project investigating the mediating role of mammographic density in the childhood body size and breast cancer relationship
Source files for reproducing results reported in the manuscript "Nonparametric Causal Mediation Analysis for Stochastic Interventional (In)Direct Effects" (N.S. Hejazi, K.E. Rudolph, M.J. van der Laan, I. Díaz, Biostatistics, 2022)
Add a description, image, and links to the mediation-analysis topic page so that developers can more easily learn about it.
To associate your repository with the mediation-analysis topic, visit your repo's landing page and select "manage topics."