GitHub topics: mediation-analysis
jasp-stats/jaspProcess
The PROCESS module
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puzzy-20/EasyMed
🏥 Manage healthcare easily with EasyMed, a simple system for patient registration, appointment booking, and voice note management using Node.js and MySQL.
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samuelOsarfo/CHIMA
High-dimensional Mediation Testing For Highly Correlated Mediators
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T0ngChen/medRCT
📦R package medRCT
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rpsychologist/easymediation
The Simplest and Most Correct Way to Do Causal Mediation Analysis
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nhejazi/medoutcon
:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
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QuentinAndre/pyprocessmacro
A Python library for moderation, mediation and conditional process analysis.
Language: Python - Size: 5.98 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 96 - Forks: 28

trislett/TFCE_mediation
Fast regression and mediation analysis of vertex or voxel MRI data with TFCE
Language: Python - Size: 110 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 9

datinmanzoni/EU-GEI-study
R code for mediation analyses investigating facial affect recognition and negativity bias as pathways linking ethnicity and first-episode psychosis (EU-GEI study)
Language: R - Size: 41 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

canyi-chen/abima
Adaptive Bootstrap Inference for Mediation Analysis with Enhanced Statistical Power
Language: R - Size: 195 KB - Last synced at: 20 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

realrate/Causing
Causing: CAUsal INterpretation using Graphs
Language: Python - Size: 4.68 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 58 - Forks: 9

AllanJe/mahi
R package : Group lasso based selection for high-dimensional mediation analysis
Language: R - Size: 453 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jamovi-amm/jamm
jamovi Advanced Mediation Models
Language: R - Size: 11 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 12 - Forks: 5

sodascience/diaper_project
Population-based study of poverty and perinatal maternal and child health in the Netherlands
Language: R - Size: 19.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

BNTechie/Statistical-tests
Permutational Multivariate Analysis of Variance, Causal mediation analysis, PCA, adjusted p_values, correlation amon distance matrix, power analysis, exat t_test, Fourier transform
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kaz-yos/regmedint
R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis
Language: R - Size: 26.1 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 5

krisrs1128/multimedia
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.
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Victory-Ik/Supportive-leadership-and-employee-satisfaction-and-performance
Using data from the European Working Conditions Survey (EWCS) 2015, this research explores how supportive leadership impacts employee well-being, with work engagement serving as a mediating factor.
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Asifr001/Advanced-PLS-SEM-Analysis
Advanced PLS SEM Analysis with R
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callmespring/MediationRL Fork of linlinlin97/MediationRL
Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.
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adayim/causalMed
Causal Mediation analysis
Language: R - Size: 1.52 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 4

jamieyap/College-to-Work-Transition-Study
This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.
Language: R - Size: 61.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

javimangal/preoperative-atelectasis
This repository contains the documentation for reproducibility of the study "Preoperative atelectasis in patients with obesity undergoing bariatric surgery: a cross-sectional study".
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AllanJe/blockmediate
R package : Spectral Clustering to define blocks of mediators causally related or correlated, and multi-block mediation analysis.
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AllanJe/multimediate
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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nhejazi/pub_medshift_interv_biostats
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)
Language: R - Size: 4.16 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

jayalabanda/mediation-analysis 📦
Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

roqe/SOMM
A mediation analysis for a nonrare dichotomous outcome with sequentially ordered multiple mediators
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steno-aarhus/mediation-analysis-course
Modern mediation analysis for basic, clinical and epidemiological research in diabetes and endocrinology
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mvab/mammographic_density_mr
MR project investigating the mediating role of mammographic density in the childhood body size and breast cancer relationship
Language: R - Size: 5.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

CoAxLab/sbp-imt-mediation
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
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zhichaoxu04/MetaR2M
A novel meta-analysis framework of the R-squared (R2)-based mediation effect estimation for high-dimensional omics mediators
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ctesta01/multiple_mediators
example mediation analysis code for working with multiple mediators
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callmespring/cope Fork of Mamba413/cope
Implementation of "Off-Policy Interval Estimation with Confounded Markov Decision Process" (JASA, 2022+)
Language: Python - Size: 3.14 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Data-Wise/rmediation
This is the repository for the RMediation package.
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nhejazi/medshift
:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions
Language: R - Size: 784 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 3

th789/fflmediation
R package to predict gene feed forward loops using mediation analysis. Analyses integrate observed miRNA and mRNA expression data and database information on gene interactions.
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simecek/intermediate
small R utility for mediation analysis
Language: R - Size: 7.8 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 9 - Forks: 13

callmespring/LOGAN
Implementation of "Testing individual mediation effects using the logic of Boolean matrix" (JASA 2022) and "Sequential Pathway Inference for Multimodal Neuroimaging Analysis" (STAT 2022) in Python
Language: Jupyter Notebook - Size: 704 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

xuanyin/causal-mediation-analysis-for-ab-tests
The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis
Language: R - Size: 18.8 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 21 - Forks: 5

jmpsteen/medflex
Flexible mediation analysis using natural effect models in R
Language: R - Size: 6.03 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 6

tlverse/tmle3mediate
🎯 :twisted_rightwards_arrows: Targeted Learning for Causal Mediation Analysis
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cedricbatailler/JSmediation
R package to conduct mediation analysis using joint significance.
Language: R - Size: 21.7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 1

nhejazi/pub_medshift_jrssb 📦
Source files for reproducing results reported in the manuscript "Causal Mediation Analysis for Stochastic Interventions" (I. Diaz & N.S. Hejazi, JRSS-B, 2020)
Language: R - Size: 8.26 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

TysonStanley/MarginalMediation
R package that provides functions to perform and interpret marginal mediation analysis.
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ValeriaPineda23/Mathmematical-Reasoning-Test-Score-Prediction
EFFECT OF ADDING OMITTED VARIABLES IN MEDIATION AND MODERATION ANALYSES: A CASE STUDY
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imalenica/medltmle
R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
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LKobilke/CPA-Seminar
This repository serves as platform for the seminar “Using Conditional Process Analysis to evaluate communication theories”, a B.A. Seminar at the IKMZ (University of Zurich, FS2022). You can find all interactive learning materials by clicking on the link below.
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jamovi-amm/jamovi-amm.github.io
Docs of jamovi Advanced Mediation Models
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nhejazi/talk_medshift
:speech_balloon: Talk on mediation effects based on stochastic interventions
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kaz-yos/regmedint-supplement
pdf supplement document for regmedint
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