Applied statistics for network biology : methods in systems biology / [electronic resource]
edited by Matthias Dehmer [and others].
- Weinheim : Wiley-Blackwell, ©2011.
- 1 online resource (xxiii, 454 pages).
- Quantitatve and network biology ; v. 1 .
- Quantitatve and network biology ; v. 1. .
Includes bibliographical references and index.
Modeling, Simulation, and Meaning of Gene Networks. Network Analysis to Interpret Complex Phenotypes / Hong Yu, Jialiang Huang, Wei Zhang, Jing-Dong J Han -- Stochastic Modeling of Gene Regulatory Networks / Tianhai Tian -- Modeling Expression Quantitative Trait Loci in Multiple Populations / Ching-Lin Hsiao, Cathy S J Fann -- Inference of Gene Networks. Transcriptional Network Inference Based on Information Theory / Patrick E Meyer, Catharina Olsen, Gianluca Bontempi -- Elucidation of General and Condition-Dependent Gene Pathways Using Mixture Models and Bayesian Networks / Sandra Rodriguez-Zas, Younhee Ko -- Multiscale Network Reconstruction from Gene Expression Measurements: Correlations, Perturbations, and "Biological Knowledge" / Daniel Remondini, Gastone Castellani -- Gene Regulatory Networks Inference: Combining a Genetic Programming and Filtering Approach / Lijun Qian, Haixin Wang, Xiangfang Li -- Computational Reconstruction of Protein Interaction Networks / Konrad Monks, Irmgard Muhlberger, Andreas Bernthaler, Raul Fechete, Paul Perco, Rudolf Freund, Arno Lukas, Bernd Mayer -- Analysis of Gene Networks. What if the Fit is Unfit? Criteria for Biological Systems Estimation beyond Residual Errors / Eberhard O Voit -- Machine Learning Methods for Identifying Essential Genes and Proteins in Networks / Kitiporn Plaimas, Rainer Konig -- Gene Coexpression Networks for the Analysis of DNA Microarray Data / Matthew T Weirauch -- Correlation Network Analysis and Knowledge Integration / Thomas N Plasterer, Robert Stanley, Erich Gombocz -- Network Screening: A New Method to Identify Active Networks from an Ensemble of Known Networks / Shigeru Saito, Katsuhisa Horimoto -- Community Detection in Biological Networks / Gautam S Thakur -- On Some Inverse Problems in Generating Probabilistic Boolean Networks / Xi Chen, Wai-Ki Ching, Nam-Kiu Tsing -- Boolean Analysis of Gene Expression Datasets / Debashis Sahoo -- Systems Approach to Diseases. Representing Cancer Cell Trajectories in a Phase-Space Diagram: Switching Cellular States by Biological Phase Transitions / Mariano Bizzarri, Alessandro Giuliani -- Protein Network Analysis for Disease Gene Identification and Prioritization / Jing Chen, Anil G Jegga -- Pathways and Networks as Functional Descriptors for Human Disease and Drug Response Endpoints / Yuri Nikolsky, Marina Bessarabova, Eugene Kirillov, Zoltan Dezso, Weiwei Shi, Tatiana Nikolskaya.
9783527638079 3527638075 9783527638093 3527638091
10.1002/9783527638079 Wiley InterScience http://www3.interscience.wiley.com
Computational biology.
Computational Biology.
Statistics as Topic.
NATURE--Reference.
SCIENCE--Life Sciences--Biology.
SCIENCE--Life Sciences--General.
Computational biology.
Electronic books.
QH324.2 / .A67 2011
570.285
2011 J-761 QU 26.5
Includes bibliographical references and index.
Modeling, Simulation, and Meaning of Gene Networks. Network Analysis to Interpret Complex Phenotypes / Hong Yu, Jialiang Huang, Wei Zhang, Jing-Dong J Han -- Stochastic Modeling of Gene Regulatory Networks / Tianhai Tian -- Modeling Expression Quantitative Trait Loci in Multiple Populations / Ching-Lin Hsiao, Cathy S J Fann -- Inference of Gene Networks. Transcriptional Network Inference Based on Information Theory / Patrick E Meyer, Catharina Olsen, Gianluca Bontempi -- Elucidation of General and Condition-Dependent Gene Pathways Using Mixture Models and Bayesian Networks / Sandra Rodriguez-Zas, Younhee Ko -- Multiscale Network Reconstruction from Gene Expression Measurements: Correlations, Perturbations, and "Biological Knowledge" / Daniel Remondini, Gastone Castellani -- Gene Regulatory Networks Inference: Combining a Genetic Programming and Filtering Approach / Lijun Qian, Haixin Wang, Xiangfang Li -- Computational Reconstruction of Protein Interaction Networks / Konrad Monks, Irmgard Muhlberger, Andreas Bernthaler, Raul Fechete, Paul Perco, Rudolf Freund, Arno Lukas, Bernd Mayer -- Analysis of Gene Networks. What if the Fit is Unfit? Criteria for Biological Systems Estimation beyond Residual Errors / Eberhard O Voit -- Machine Learning Methods for Identifying Essential Genes and Proteins in Networks / Kitiporn Plaimas, Rainer Konig -- Gene Coexpression Networks for the Analysis of DNA Microarray Data / Matthew T Weirauch -- Correlation Network Analysis and Knowledge Integration / Thomas N Plasterer, Robert Stanley, Erich Gombocz -- Network Screening: A New Method to Identify Active Networks from an Ensemble of Known Networks / Shigeru Saito, Katsuhisa Horimoto -- Community Detection in Biological Networks / Gautam S Thakur -- On Some Inverse Problems in Generating Probabilistic Boolean Networks / Xi Chen, Wai-Ki Ching, Nam-Kiu Tsing -- Boolean Analysis of Gene Expression Datasets / Debashis Sahoo -- Systems Approach to Diseases. Representing Cancer Cell Trajectories in a Phase-Space Diagram: Switching Cellular States by Biological Phase Transitions / Mariano Bizzarri, Alessandro Giuliani -- Protein Network Analysis for Disease Gene Identification and Prioritization / Jing Chen, Anil G Jegga -- Pathways and Networks as Functional Descriptors for Human Disease and Drug Response Endpoints / Yuri Nikolsky, Marina Bessarabova, Eugene Kirillov, Zoltan Dezso, Weiwei Shi, Tatiana Nikolskaya.
9783527638079 3527638075 9783527638093 3527638091
10.1002/9783527638079 Wiley InterScience http://www3.interscience.wiley.com
Computational biology.
Computational Biology.
Statistics as Topic.
NATURE--Reference.
SCIENCE--Life Sciences--Biology.
SCIENCE--Life Sciences--General.
Computational biology.
Electronic books.
QH324.2 / .A67 2011
570.285
2011 J-761 QU 26.5