Analysis of Single-Cell Data (Record no. 426462)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03354nam a22005175i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9783658132347 |
| -- | 978-3-658-13234-7 |
| 024 7# - | |
| -- | 10.1007/978-3-658-13234-7 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QH323.5 |
| 050 #4 - | |
| -- | QH324.2-324.25 |
| 072 #7 - | |
| -- | PDE |
| -- | bicssc |
| 072 #7 - | |
| -- | MAT003000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PDE |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 570.285 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Loos, Carolin. |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| Title | Analysis of Single-Cell Data |
| Medium | [electronic resource] : |
| Remainder of title | ODE Constrained Mixture Modeling and Approximate Bayesian Computation / |
| Statement of responsibility, etc | by Carolin Loos. |
| 250 ## - EDITIONSTATEMENT | |
| Edition statement | 1st ed. 2016. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | author. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | Wiesbaden : |
| Name of producer, publisher, distributor, manufacturer | Springer Fachmedien Wiesbaden : |
| -- | Imprint: Springer Spektrum, |
| Date of production, publication, distribution, manufacture | 2016. |
| 300 ## - | |
| -- | XXI, 92 p. 26 illus. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - | |
| -- | BestMasters, |
| -- | 2625-3577 |
| 505 0# - | |
| -- | Modeling and Parameter Estimation for Single-Cell Data -- ODE Constrained Mixture Modeling for Multivariate Data -- Approximate Bayesian Computation Using Multivariate Statistics. |
| 520 ## - | |
| -- | 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. Contents Modeling and Parameter Estimation for Single-Cell Data ODE Constrained Mixture Modeling for Multivariate Data Approximate Bayesian Computation Using Multivariate Statistics Target Groups Researchers and students in the fields of (bio-)mathematics, statistics, bioinformatics System biologists, biostatisticians, bioinformaticians 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“. |
| 650 #0 - | |
| -- | Computer science |
| -- | Mathematics. |
| 650 #0 - | |
| -- | Biology |
| -- | Data processing. |
| 650 14 - | |
| -- | Mathematical and Computational Biology. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M31000 |
| 650 24 - | |
| -- | Computational Mathematics and Numerical Analysis. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M1400X |
| 650 24 - | |
| -- | Computer Appl. in Life Sciences. |
| -- | http://scigraph.springernature.com/things/product-market-codes/L17004 |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783658132330 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783658132354 |
| 830 #0 - | |
| -- | BestMasters, |
| -- | 2625-3577 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-3-658-13234-7 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
No items available.
