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The Resource Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri

Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri

Label
Computational modeling of gene regulatory networks : a primer
Title
Computational modeling of gene regulatory networks
Title remainder
a primer
Statement of responsibility
by Hamid Bolouri
Creator
Subject
Language
eng
Summary
"This book serves as an introduction to the myriad computational approaches to gene regulatory modeling and analysis, and is written specifically with experimental biologists in mind. Mathematical jargon is avoided and explanations are given in intuitive terms. In cases where equations are unavoidable, they are derived from first principles or, at the very least, an intuitive description is provided. Extensive examples and a large number of model descriptions are provided for use in both classroom exercises as well as self-guided exploration and learning. As such, the book is ideal for self-learning and also as the basis of a semester-long course for undergraduate and graduate students in molecular biology, bioengineering, genome sciences, or systems biology."--Jacket
Cataloging source
BTCTA
http://library.link/vocab/creatorName
Bolouri, Hamid
Illustrations
illustrations
Index
index present
LC call number
QH450
LC item number
.B65 2008
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Biochemistry
  • Molecular biology
  • Genetic regulation
  • Molecular biology
  • Bioengineering
  • Genomics
  • Systems biology
  • Gene Expression Regulation
  • Computer Simulation
  • Gene Regulatory Networks
  • Genomics
  • Molecular Biology
Label
Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri
Instantiates
Publication
Note
"The book is ideal for self-learning and also as the basis of a semester-long course for undergraduate and graduate students in molecular biology, bioengineering, genome sciences, or systems biology."--back cover
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. What is a System, and Why Should We Care? -- 3. What Models Can and Cannot Predict -- 4. Why Make Computational Models of Gene Regulatory Networks? -- 5. Graphical Representations of Gene Regulatory Networks -- 6. Implicit Modeling via Interaction Network Maps -- 7. The Biochemical Basis of Gene Regulation -- 8. A Single-Cell Model of Transcriptional Regulation -- 9. Simplified Models : Mass-Action Kinetics -- 10. Simplified Models : Boolean and Multi-valued Logic -- 11. Simplified Models : Bayesian Networks -- 12. The Relationship between Logic and Bayesian Networks -- 13. Network Inference in Practice -- 14. Searching DNA Sequences for Transcription Factor Binding Sites -- 15. Model Selection Theory -- 16. Simplifies Models -- GRN State Signatures in Data -- 17. System Dynamics -- 18. Robustness Analysis -- 19. GRN Modules and Building Blocks -- 20. Notes on Data Processing for GRN Modeling -- 21. Applications of Computational GRN Modeling -- 22. Quo Vadis -- Index
Control code
228372433
Dimensions
23 cm
Extent
xiv, 326 pages
Isbn
9781848162211
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)230198223
Label
Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri
Publication
Note
"The book is ideal for self-learning and also as the basis of a semester-long course for undergraduate and graduate students in molecular biology, bioengineering, genome sciences, or systems biology."--back cover
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. What is a System, and Why Should We Care? -- 3. What Models Can and Cannot Predict -- 4. Why Make Computational Models of Gene Regulatory Networks? -- 5. Graphical Representations of Gene Regulatory Networks -- 6. Implicit Modeling via Interaction Network Maps -- 7. The Biochemical Basis of Gene Regulation -- 8. A Single-Cell Model of Transcriptional Regulation -- 9. Simplified Models : Mass-Action Kinetics -- 10. Simplified Models : Boolean and Multi-valued Logic -- 11. Simplified Models : Bayesian Networks -- 12. The Relationship between Logic and Bayesian Networks -- 13. Network Inference in Practice -- 14. Searching DNA Sequences for Transcription Factor Binding Sites -- 15. Model Selection Theory -- 16. Simplifies Models -- GRN State Signatures in Data -- 17. System Dynamics -- 18. Robustness Analysis -- 19. GRN Modules and Building Blocks -- 20. Notes on Data Processing for GRN Modeling -- 21. Applications of Computational GRN Modeling -- 22. Quo Vadis -- Index
Control code
228372433
Dimensions
23 cm
Extent
xiv, 326 pages
Isbn
9781848162211
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)230198223

Library Locations

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      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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