| Literature DB >> 34290895 |
Abstract
This tutorial presents a mathematical theory that relates the probability of sample frequencies, of M phenotypes in an isogenic population of N cells, to the probability distribution of the sample mean of a quantitative biomarker, when the N is very large. An analogue to the statistical mechanics of canonical ensemble is discussed.Keywords: Boltzmann’s law; chemical kinetics; large deviation principle; maximum entropy principle; variational Bayesian method
Year: 2020 PMID: 34290895 PMCID: PMC8290932 DOI: 10.1007/s40484-020-0196-3
Source DB: PubMed Journal: Quant Biol ISSN: 2095-4689