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Published by Springer Spektrum 2016-03, 2016
ISBN 10: 3658132337 ISBN 13: 9783658132330
Language: English
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ISBN 10: 3658132337 ISBN 13: 9783658132330
Language: English
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Carolin Loos introduces two novel approaches for theanalysis of single-cell data. Both approaches can be used to study cellularheterogeneity and therefore advance a holistic understanding of biologicalprocesses. The first method, ODE constrained mixture modeling, enables theidentification of subpopulation structures and sources of variability in single-cellsnapshot 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.
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Published by Spektrum Akademischer Verlag Gmbh, 2016
ISBN 10: 3658132337 ISBN 13: 9783658132330
Language: English
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