Analysis of Single-Cell Data PDF
By:Carolin Loos
Published on 2016-03-17 by Springer
Carolin Loos introduces two novel approaches for the analysis of single-cell data. Both approaches can be used to study cellular heterogeneity and therefore advance a holistic understanding of biological processes. The first method, ODE constrained mixture modeling, enables the identification of subpopulation structures and sources of variability in single-cell snapshot data. The second method estimates parameters of single-cell time-lapse data using approximate Bayesian computation and is able to exploit the temporal cross-correlation of the data as well as lineage information.
This Book was ranked at 22 by Google Books for keyword Science Math Biological Sciences novel.
Book ID of Analysis of Single-Cell Data's Books is BWLNCwAAQBAJ, Book which was written byCarolin Looshave ETAG "7zk5QHT9mCc"
Book which was published by Springer since 2016-03-17 have ISBNs, ISBN 13 Code is 9783658132347 and ISBN 10 Code is 3658132345
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Book which have "92 Pages" is Printed at BOOK under CategoryMathematics
Book was written in en
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