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math.ST2009
A general definition of influence between stochastic processes
Anne Gégout-Petit, Daniel Commenges
We extend the study of weak local conditional independence (WCLI) based on a measurability condition made by Commenges and Gégout-Petit (2009) to a larger class of processes that w…
math.ST2008★ 20 cited
Likelihood for generally coarsened observations from multi-state or counting process models
Daniel Commenges, Anne Gégout-Petit
We consider first the mixed discrete-continuous scheme of observation in multistate models; this is a classical pattern in epidemiology because very often clinical status is assess…
math.ST2007
A Latent Process Model for Dementia and Psychometric Tests
Julien Ganiayre, Daniel Commenges, Luc Letenneur
We jointly model longitudinal values of a psychometric test and diagnosis of dementia. The model is based on a continuous-time latent process representing cognitive ability. The li…