106 citations · 330 across the 9 of their papers we have counts for
9 papers
A location-scale joint model for studying the link between the time-dependent subject-specific variability of blood pressure and competing events
Léonie Courcoul, Christophe Tzourio, Mark Woodward +2
Given the high incidence of cardio and cerebrovascular diseases (CVD), and its association with morbidity and mortality, its prevention is a major public health issue. A high level…
A multistate approach for mediation analysis in the presence of semi-competing risks with application in cancer survival disparities
Linda Valeri, Cécile Proust-Lima, Weijia Fan +2
We propose a novel methodology to quantify the effect of stochastic interventions on non-terminal time-to-events that lie on the pathway between an exposure and a terminal time-to-…
Dynamic Modelling of Multivariate Dimensions and Their Temporal Relationships using Latent Processes: Application to Alzheimer's Disease
Bachirou O. Taddé, Hélène Jacqmin-Gadda, Jean-François Dartigues +2
Alzheimer's disease gradually affects several components including the cerebral dimension with brain atrophies, the cognitive dimension with a decline in various functions and the…
Joint modelling of longitudinal and multi-state processes: application to clinical progressions in prostate cancer
Loïc Ferrer, Virginie Rondeau, James J. Dignam +3
Joint modelling of longitudinal and survival data is increasingly used in clinical trials on cancer. In prostate cancer for example, these models permit to account for the link bet…
Joint latent class model for longitudinal data and interval-censored semi-competing events: Application to dementia
Anaïs Rouanet, Pierre Joly, Jean-François Dartigues +2
Joint models are used in ageing studies to investigate the association between longitudinal markers and a time-to-event, and have been extended to multiple markers and/or competing…
Joint modelling of repeated multivariate cognitive measures and competing risks of dementia and death: a latent process and latent class approach
Cécile Proust-Lima, Jean-François Dartigues, Hélène Jacqmin-Gadda
Joint models initially dedicated to a single longitudinal marker and a single time-to-event need to be extended to account for the rich longitudinal data of cohort studies. Multipl…