Disease modelling of cognitive outcomes and biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort
A key challenge for the secondary prevention of Alzheimer's dementia is the need to identify
individuals early on in the disease process through sensitive cognitive tests and biomarkers …
individuals early on in the disease process through sensitive cognitive tests and biomarkers …
Regression analysis of longitudinal data with random change point
P Zhang, X Chen, J Sun - Statistical Methods in Medical …, 2024 - journals.sagepub.com
A great deal of literature has been established for regression analysis of longitudinal data
and in particular, many methods have been proposed for the situation where there exist …
and in particular, many methods have been proposed for the situation where there exist …
A family of smooth piecewise-linear models with probabilistic interpretations
IE de Paula, S Sandoval - arXiv preprint arXiv:2011.07753, 2020 - arxiv.org
The smooth piecewise-linear models cover a wide range of applications nowadays.
Basically, there are two classes of them: models are transitional or hyperbolic according to …
Basically, there are two classes of them: models are transitional or hyperbolic according to …
[PDF][PDF] A semi-latent class model for estimating the time of differentiation of cognitive decline between cases and controls
C Segalas12, H Jacqmin-Gadda - 35th International Workshop on …, 2020 - core.ac.uk
In this work, we propose a semi-latent class random changepoint mixed model that allows
the estimation of the time of differentiation between cognitive decline of future demented and …
the estimation of the time of differentiation between cognitive decline of future demented and …