Analysis of Single-Cell Data
Language: English
Published by Springer Fachmedien Wiesbaden, 2016
Series: Book 26 of 91 - BestMasters
- Softcover
- New
Seller: moluna, Greven, Germanymoluna
AbeBooks seller since July 9, 2020
Condition: New
£ 42.72
Quantity: Over 20 available
Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Publication in the field of natural sciencesCarolin Loos is currently doing her PhD at the Institute ofComputational Biology at the Helmholtz Zentrum Muenchen. She is member of thejunior research group Data-driven Computational Modeling . .
Seller Inventory # 117442043
- Title
- Analysis of Single-Cell Data
- Author
- Carolin Loos
- Publisher
- Springer Fachmedien Wiesbaden
- Publication year
- 2016
- Condition
- New
- Binding
- Kartoniert / Broschiert
- Language
- English
- ISBN 10
- 3658132337
- ISBN 13
- 9783658132330
- Series
- Book 26 of 91: BestMasters
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
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.
"Synopsis" may belong to another edition of this title.
About the Author
Carolin Loos is currently doing her PhD at the Institute of Computational Biology at the Helmholtz Zentrum München. She is member of the junior research group „Data-driven Computational Modeling“.
"About the title" may belong to another edition of this title.
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