Download e-book for kindle: Analysis of Single-Cell Data: ODE Constrained Mixture by Carolin Loos

By Carolin Loos

ISBN-10: 3658132337

ISBN-13: 9783658132330

Carolin bogs introduces novel ways for the
analysis of single-cell information. either methods can be utilized to review cellular
heterogeneity and hence improve a holistic figuring out of biological
processes. the 1st process, ODE restricted blend modeling, permits the
identification of subpopulation buildings and assets of variability in single-cell
snapshot facts. the second one approach estimates parameters of single-cell time-lapse
data utilizing approximate Bayesian computation and is ready to make the most the temporal
cross-correlation of the knowledge in addition to lineage information. 

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Analysis of Single-Cell Data: ODE Constrained Mixture Modeling and Approximate Bayesian Computation (BestMasters) by Carolin Loos

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