20 citations · 86 across the 21 of their papers we have counts for
21 papers
Robust and Efficient Optimization Using a Marquardt-Levenberg Algorithm with R Package marqLevAlg
Viviane Philipps, Boris P Hejblum, Mélanie Prague +2
Implementations in R of classical general-purpose algorithms for local optimization generally have two major limitations which cause difficulties in applications to complex problem…
Effects of interventions and optimal strategies in the stochastic system approach to causality
Daniel Commenges, Mélanie Prague
We consider the problem of defining the effect of an intervention on a time-varying risk factor or treatment for a disease or a physiological marker; we develop here the latter cas…
Causality without potential outcomes and the dynamic approach
Daniel Commenges
Several approaches to causal inference from observational studies have been proposed. Since the proposal of Rubin (1974) many works have developed a counterfactual approach to caus…
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…
Dealing with death when studying disease or physiological marker: the stochastic system approach to causality
Daniel Commenges
The stochastic system approach to causality is applied to situations where the risk of death is not negligible. This approach grounds causality on physical laws, distinguishes syst…
Modeling CD4+ T cells dynamics in HIV-infected patients receiving repeated cycles of exogenous Interleukin 7
Ana Jarne, Daniel Commenges, Mélanie Prague +2
Combination Antiretroviral Therapy (cART) succeeds to control viral replication in most HIV infected patients. This is normally followed by a reconstitution of the CD4 T cells…