• Title of article

    Detection of cellular aging in a Galton–Watson process

  • Author/Authors

    Delmas، نويسنده , , Jean-François and Marsalle، نويسنده , , Laurence، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2010
  • Pages
    25
  • From page
    2495
  • To page
    2519
  • Abstract
    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 Galton–Watson 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.
  • Keywords
    Galton–Watson process , Bifurcating Markov process , Stable convergence , aging
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2010
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1578349