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...

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Bibliographische Detailangaben
Veröffentlicht in:Journal of open source software. - 2017. - 8(2023), 82 vom: 22.
1. Verfasser: McCoy, David (VerfasserIn)
Weitere Verfasser: Hubbard, Alan, Van der Laan, Mark
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:Journal of open source software
Schlagworte:Journal Article