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math.ST2008★ 3 cited
Statistical models, likelihood, penalized likelihood and hierarchical likelihood
Daniel Commenges
We give an overview of statistical models and likelihood, together with two of its variants: penalized and hierarchical likelihood. The Kullback-Leibler divergence is referred to r…
math.ST2007★ 3 cited
A general dynamical statistical model with possible causal interpretation
Daniel Commenges, Anne Gegout-Petit
We develop a general dynamical model as a framework for possible causal interpretation. We first state a criterion of local independence in terms of measurability of processes invo…
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…