Bayesian inference and model choice in a hidden stochastic two-compartment model of hemato\-poietic stem cell fate decisions

DOI10.1214/09-AOAS269zbMath1184.62035arXiv1011.0601WikidataQ37197374 ScholiaQ37197374MaRDI QIDQ965139

Youyi Fong, Peter Guttorp, Janis L. Abkowitz

Publication date: 21 April 2010

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1011.0601

zbMATH Keywords

hidden Markov modelsreversible jump MCMCstem cellasymmetric divisionhemato\-poiesisstochastic two-compartment model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Cell biology (92C37)

Related Items (3)

Nonnegative compartment dynamical system modelling with stochastic differential equations ⋮ Statistical inference for partially observed branching processes with application to cell lineage tracking of \textit{in vivo} hematopoiesis ⋮ Bayesian model discrimination for partially-observed epidemic models

Cites Work

• Statistical Inference in a Two-Compartment Model for Hematopoiesis
• Bayesian inference in a hidden stochastic two-compartment model for feline hematopoiesis
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