Projects in Awesome Lists tagged with mediation-analysis

https://github.com/realrate/causing

Causing: CAUsal INterpretation using Graphs

automatic-differentiation causal-networks causality-analysis dag derivatives do-calculus effects-modeling gnn graph-theory graphs latent-variables mediation-analysis neural-networks python pytorch simultaneous-equation structural-analysis structural-equation-modeling

Last synced: 05 Apr 2025

https://github.com/kaz-yos/regmedint

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

causal-inference mediation-analysis

Last synced: 30 Apr 2025

https://github.com/nhejazi/medoutcon

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

causal-inference causal-machine-learning inverse-probability-weights machine-learning mediation-analysis r r-package stochastic-interventions targeted-learning treatment-effects

Last synced: 16 Dec 2024

https://github.com/nhejazi/medshift

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

causal-inference inverse-probability-weights machine-learning mediation-analysis stochastic-interventions targeted-learning treatment-effects

Last synced: 16 Dec 2024

https://github.com/tysonstanley/marginalmediation

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

average-marginal-effects margins mediation mediation-analysis mediator partial-effects r rstudio

Last synced: 11 Apr 2025

https://github.com/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)

causal-inference interventional-effects manuscript mediation-analysis stochastic-interventions

Last synced: 03 Apr 2025

https://github.com/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".

anesthesia anesthesiology atelectasis mediation-analysis obesity perioperative-medicine

Last synced: 16 Mar 2025

https://github.com/kaz-yos/regmedint-supplement

pdf supplement document for regmedint

causal-inference mediation-analysis

Last synced: 28 Feb 2025

https://github.com/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.

composite-measure correlation-analysis cronbach-alpha data-filtering data-transformation data-visualization exploratory-data-analysis mediation-analysis r regression-analysis