Eric Anto's Projects
Placeholder for CHPC presentation materials
A suite of functions for reproducible causal mediation analyses
Official Git repository for R package diagmeta
Materials for writing a dissertation at Utah State University in R Markdown
R6 object-oriented interface for probability distributions.
Example R Package
General approach of causal mediation analysis for survival outcome under sequential mediators
R Interface to Keras
Efficient and flexible causal mediation with longitudinal mediators, treatments, and confounders
Comparison of linear mixed-effect regression to repeated-measures analysis of variance for dealing with longitudinal data
Deriving and coding Linear Mixed Model (LMM) from scratch
Functions for estimation of marginal relative survival; estimator based on pseudo observations
Principal Stratum Specific Natural Mediation Effects with Semi-Competing Risks Data
direct and indirect effect mediation analysis with linear, logistic, and cox models
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Code for "Mediation analysis for common binary outcomes"
Data related to the manuscript entitled "Causal mediation for survival data: a unifying approach via GLM" (Taddeo & Amorim, 2022) published in the Revista Colombiana de Estadistica (https://revistas.unal.edu.co/index.php/estad/article/view/94553/82489).
R code for generating simulated data for a mediation analysis with a time-updated mediator and survival outcome
Analysis of Multivariate Event Times https://kkholst.github.io/mets/
This package is based on the work presented in A. JĆ©rolon 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 related m