mediation-analysis

There are 50 repositories under mediation-analysis topic.

  • QuentinAndre/pyprocessmacro

    A Python library for moderation, mediation and conditional process analysis.

    Language:Python92102228
  • Causing

    realrate/Causing

    Causing: CAUsal INterpretation using Graphs

    Language:Python554129

  • trislett/TFCE_mediation

    Fast regression and mediation analysis of vertex or voxel MRI data with TFCE

    Language:Python298199

  • kaz-yos/regmedint

    R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis

    Language:R284115

  • jmpsteen/medflex

    Flexible mediation analysis using natural effect models in R

    Language:R237276
  • causal-mediation-analysis-for-ab-tests

    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:R23005

  • nhejazi/medoutcon

    :package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects

    Language:R138306

  • imalenica/medltmle

    R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data

    Language:R12313
  • jamm

    jamovi-amm/jamm

    jamovi Advanced Mediation Models

    Language:R102115

  • mvab/mammographic_density_mr

    MR project investigating the mediating role of mammographic density in the childhood body size and breast cancer relationship

    Language:R10101

  • simecek/intermediate

    small R utility for mediation analysis

    Language:R102213

  • adayim/causalMed

    Causal Mediation analysis

    Language:R9142

  • nhejazi/medshift

    :package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions

    Language:R94223

  • cedricbatailler/JSmediation

    R package to conduct mediation analysis using joint significance.

    Language:R83141

  • 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

    Language:HTML7212

  • callmespring/LOGAN

    Implementations 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 Notebook7100

  • tlverse/tmle3mediate

    🎯 :twisted_rightwards_arrows: Targeted Learning for Causal Mediation Analysis

    Language:R635

  • TysonStanley/MarginalMediation

    R package that provides functions to perform and interpret marginal mediation analysis.

    Language:R3311

  • zhichaoxu04/MetaR2M

    A novel meta-analysis framework of the R-squared (R2)-based mediation effect estimation for high-dimensional omics mediators

    Language:R3100

  • jasp-stats/jaspProcess

    The PROCESS module

    Language:R275211

  • 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:R2301

  • AdammGreen/R-Marketing-Analysis

    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.

    110

  • 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

    Language:Jupyter Notebook1100

  • jamovi-amm/jamovi-amm.github.io

    Docs of jamovi Advanced Mediation Models

    Language:HTML1201

  • 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".

    Language:R1111

  • 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.

    Language:R1210

  • 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.

    Language:HTML1100

  • roqe/MACtest

    Genome-wide multimediator analyses using the generalized Berk-Jones statistics with the composite test

    Language:R1100

  • tydarnell/GeneticMediation

    An R Package for Causal Mediation Analysis of ROSMAP Data

    Language:R1300

  • AllanJe/blockmediate

    R package : Spectral Clustering to define blocks of mediators causally related or correlated, and multi-block mediation analysis.

    Language:R0100

  • AllanJe/mahi

    R package : Group lasso based selection for high-dimensional mediation analysis

    Language:R0100

  • canyi-chen/abima

    Adaptive Bootstrap Inference for Mediation Analysis with Enhanced Statistical Power

    Language:R0100

  • mlchrzan/SEM-parental-beliefs-on-academics

    This project attempts to examine the connection between parental background, parental beliefs, and academic outcomes while including something not yet broadly considered in the literature: their beliefs about the importance of equity.

    0100

  • steno-aarhus/mediation-analysis-course

    Modern mediation analysis for basic, clinical and epidemiological research in diabetes and endocrinology

    Language:CSS0131

  • callmespring/MediationRL

    Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.

    Language:Jupyter Notebook00

  • mendelsonD/immunoCognition-UKBioBank

    Script for immunology and cognition analyses in UK Biobank

    Language:R10