output
20182025
most citedUsing Longitudinal Targeted Maximum Likelihood Estimation in Complex Settings with Dynamic Interventions

58 citations

4 papers

q-bio.QM2025

Predicting MacroB12: Data-Driven Assessment of Pre-PEG B12 Utility and Clinical Caveats

Carmen Frías-Ruiz, José María Gálvez-Navas, Isabel García-Calcerrada +2

MacroB12 interference presents a significant challenge in the diagnosis of Vitamin B12 status, potentially masking true deficiency. To establish robust predictors and quantify the…

q-bio.QM2024★ 7 cited

Cancer incidence estimation from mortality data: a validation study within a population-based cancer registry

Daniel Redondo-Sánchez, Miguel Rodríguez-Barranco, Alberto Ameijide +4

We assessed the validity of one of the most frequently used methods to estimate cancer incidence, on the basis of cancer mortality data and the incidence-to-mortality ratio IMR, th…

stat.ME2018★ 39 cited

Educational Note: Paradoxical Collider Effect in the Analysis of Non-Communicable Disease Epidemiological Data: a reproducible illustration and web application

Miguel Angel Luque-Fernandez, Michael Schomaker, Daniel Redondo-Sanchez +3

Classical epidemiology has focused on the control of confounding but it is only recently that epidemiologists have started to focus on the bias produced by colliders. A collider fo…

stat.ME2018★ 58 cited

Using Longitudinal Targeted Maximum Likelihood Estimation in Complex Settings with Dynamic Interventions

Michael Schomaker, Miguel Angel Luque-Fernandez, Valeriane Leroy +1

Longitudinal targeted maximum likelihood estimation (LTMLE) has very rarely been used to estimate dynamic treatment effects in the context of time-dependent confounding affected by…