Download PDF by Carolin Loos: Analysis of Single-Cell Data: ODE Constrained Mixture

By Carolin Loos

Carolin bogs introduces novel techniques for the
analysis of single-cell facts. either methods can be utilized to review cellular
heterogeneity and consequently enhance a holistic figuring out of biological
processes. the 1st approach, ODE restricted mix modeling, permits the
identification of subpopulation constructions and resources of variability in single-cell
snapshot facts. 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 information 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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