CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R

Statistical causal inference of mixed exposures has been limited by reliance on parametric models and, until recently, by researchers considering only one exposure at a time, usually estimated as a beta coefficient in a generalized linear regression model (GLM). This independent assessment of exposu...

Descripción completa

Detalles Bibliográficos
Autores principales: McCoy, David, Hubbard, Alan, Van der Laan, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312067/
https://www.ncbi.nlm.nih.gov/pubmed/37398941
http://dx.doi.org/10.21105/joss.04181

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312067/
https://www.ncbi.nlm.nih.gov/pubmed/37398941
http://dx.doi.org/10.21105/joss.04181

Ejemplares similares