By Carolin Loos

ISBN-10: 3658132337

ISBN-13: 9783658132330

Carolin bogs introduces novel techniques for the
analysis of single-cell info. either techniques can be utilized to review cellular
heterogeneity and as a result increase a holistic realizing of biological
processes. the 1st approach, ODE restricted mix modeling, permits the
identification of subpopulation buildings and resources of variability in single-cell
snapshot info. the second one technique estimates parameters of single-cell time-lapse
data utilizing approximate Bayesian computation and is ready to take advantage of 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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