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Analysis of Single-Cell Data
ODE Constrained Mixture Modeling and Approximate Bayesian Computation
Language
English
English
Book
Paperback
Carolin Loos introduces two novel approaches for the§analysis of single-cell data. Both approaches c...
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Libristo code: 02936988
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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.§
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About the book
Full name
Analysis of Single-Cell Data
Author
Carolin Loos
Language
English
English
Binding
Book - Paperback
Date of issue
2016
Number of pages
92
EAN
9783658132330
ISBN
3658132337
Libristo code
02936988
Publishers
Springer Fachmedien Wiesbaden
Weight
1607
Dimensions
148 x 210 x 5
Categories
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