Titlebook: Analysis of Single-Cell Data; ODE Constrained Mixt Carolin Loos Book 2016 Springer Fachmedien Wiesbaden 2016 Parameter Estimation.Heterogen

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2625-3577 apshot data. The second method estimates parameters of single-cell time-lapsedata using approximate Bayesian computation and is able to exploit the temporalcross-correlation of the data as well as lineage information. .978-3-658-13233-0978-3-658-13234-7Series ISSN 2625-3577 Series E-ISSN 2625-3615

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Summary and Discussion,ped two methods, ODE-MMs with MEs for multivariate measurements (Chapter .) and ABC SMC using multivariate test statistics (Chapter .). While ODE-MMs have merely been used for single-cell snapshot data, the latter method, ABC SMC with multivariate statistics, can be applied to single-cell time-lapse

OPINE

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Second Language Learning and Teachingl data with computational models that describe the dynamical behavior of the system (Cho & Wolkenhauer, 2005). Often population averaged data is considered, which only contains information about the mean behavior of the cells. Such data is for example produced by microarrays (Malone & Oliver, 2011) or Western blots (Renart .., 1979).