mediation-analysis
Here are 49 public repositories matching this topic...
Source files for reproducing results reported in the manuscript "Causal Mediation Analysis for Stochastic Interventions" (I. Diaz & N.S. Hejazi, JRSS-B, 2020)
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Mar 25, 2020 - R
An R Package for Causal Mediation Analysis of ROSMAP Data
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May 10, 2020 - R
💬 Talk on mediation effects based on stochastic interventions
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Jun 15, 2020 - TeX
Carotid Artery Atherosclerosis, Coronary Heart Disease Risk, and Cognitive Impairment: The Framingham Heart Study
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Jan 7, 2021 - R
example mediation analysis code for working with multiple mediators
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Apr 9, 2021 - HTML
Statistical code - Ethnic minorities and COVID-19: examining whether excess risk is mediated through deprivation (10.1093/eurpub/ckab041) - European Journal of Public Health - March 2021. https://academic.oup.com/eurpub/article/31/3/630/6179315
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Apr 12, 2021
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Sep 29, 2021 - Jupyter Notebook
A Python library for moderation, mediation and conditional process analysis.
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Mar 8, 2022 - Python
R package that provides functions to perform and interpret marginal mediation analysis.
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Feb 2, 2024 - R
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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May 4, 2022 - HTML
🎯 🔀 Targeted Learning for Causal Mediation Analysis
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Jun 5, 2022 - R
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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Jun 8, 2022 - R
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)
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Jul 17, 2022 - R
The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis
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Aug 2, 2022 - R
R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
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Aug 6, 2022 - R
EFFECT OF ADDING OMITTED VARIABLES IN MEDIATION AND MODERATION ANALYSES: A CASE STUDY
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Aug 20, 2022 - HTML
Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.
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May 18, 2023 - Jupyter Notebook
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