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Detection of cellular aging in a GaltonWatson process

  • CNRS UMR 8524

Résultats de recherche: Contribution à un journalArticleRevue par des pairs

42 Citations (Scopus)

Résumé

We consider the bifurcating Markov chain model introduced by Guyon to detect cellular aging from cell lineage. To take into account the possibility for a cell to die, we use an underlying super-critical binary GaltonWatson process to describe the evolution of the cell lineage. We give in this more general framework a weak law of large number, an invariance principle and thus fluctuation results for the average over all individuals in a given generation, or up to a given generation. We also prove that the fluctuations over each generation are independent. Then we present the natural modifications of the tests given by Guyon in cellular aging detection within the particular case of the auto-regressive model.

langue originaleAnglais
Pages (de - à)2495-2519
Nombre de pages25
journalStochastic Processes and their Applications
Volume120
Numéro de publication12
Les DOIs
étatPublié - 1 déc. 2010

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