The Resource Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri
Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri
Resource Information
The item Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
- 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
- Language
- eng
- Extent
- xiv, 326 pages
- 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
- 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
- Isbn
- 9781848162211
- 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
- Subject
-
- Bioengineering -- Study and teaching (Higher)
- Computer Simulation
- Gene Expression Regulation
- Gene Regulatory Networks
- Genetic regulation -- Mathematical models
- Biochemistry -- Mathematical models
- Genomics -- Study and teaching (Higher)
- Molecular Biology
- Molecular biology -- Mathematical models
- Molecular biology -- Study and teaching (Higher)
- Systems biology -- Study and teaching (Higher)
- Genomics
- 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
- 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
- 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
Subject
- Bioengineering -- Study and teaching (Higher)
- Computer Simulation
- Gene Expression Regulation
- Gene Regulatory Networks
- Genetic regulation -- Mathematical models
- Biochemistry -- Mathematical models
- Genomics -- Study and teaching (Higher)
- Molecular Biology
- Molecular biology -- Mathematical models
- Molecular biology -- Study and teaching (Higher)
- Systems biology -- Study and teaching (Higher)
- Genomics
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Computational-modeling-of-gene-regulatory/hBqgrJFujiU/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Computational-modeling-of-gene-regulatory/hBqgrJFujiU/">Computational modeling of gene regulatory networks : a primer, by Hamid Bolouri</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
