Biocomputing 2008 - Proceedings Of The Pacific Symposium

Biocomputing 2008 - Proceedings Of The Pacific Symposium

Author: Russ B Altman

Publisher: World Scientific

Published: 2007-12-17

Total Pages: 684

ISBN-13: 9814472514

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The Pacific Symposium on Biocomputing (PSB) 2008 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2008 will be held on January 4-8, 2008 at the Fairmont Orchid, Big Island of Hawaii. Tutorials will be offered prior to the start of the conference.PSB 2008 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's “hot topics.” In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Book Synopsis Biocomputing 2008 - Proceedings Of The Pacific Symposium by : Russ B Altman

Download or read book Biocomputing 2008 - Proceedings Of The Pacific Symposium written by Russ B Altman and published by World Scientific. This book was released on 2007-12-17 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2008 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2008 will be held on January 4-8, 2008 at the Fairmont Orchid, Big Island of Hawaii. Tutorials will be offered prior to the start of the conference.PSB 2008 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's “hot topics.” In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Pacific Symposium on Biocomputing 2008

Pacific Symposium on Biocomputing 2008

Author: Russ B. Altman

Publisher: World Scientific

Published: 2007-12

Total Pages: 684

ISBN-13: 9812776087

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The Pacific Symposium on Biocomputing (PSB) 2008 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2008 will be held on January 4?8, 2008 at the Fairmont Orchid, Big Island of Hawaii. Tutorials will be offered prior to the start of the conference.PSB 2008 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's ?hot topics.? In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Book Synopsis Pacific Symposium on Biocomputing 2008 by : Russ B. Altman

Download or read book Pacific Symposium on Biocomputing 2008 written by Russ B. Altman and published by World Scientific. This book was released on 2007-12 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2008 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2008 will be held on January 4?8, 2008 at the Fairmont Orchid, Big Island of Hawaii. Tutorials will be offered prior to the start of the conference.PSB 2008 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's ?hot topics.? In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Pacific Symposium on Biocomputing 2009, Kohala Coast, Hawaii, USA, 5-9 January 2009

Pacific Symposium on Biocomputing 2009, Kohala Coast, Hawaii, USA, 5-9 January 2009

Author: Russ Altman

Publisher: World Scientific

Published: 2009

Total Pages: 567

ISBN-13: 9812836934

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The Pacific Symposium on Biocomputing (PSB) 2009 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2009 will be held on January 5OCo9, 2009 in Kamuela, Hawaii. Tutorials will be offered prior to the start of the conference. PSB 2009 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing''s OC hot topics.OCO In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field."


Book Synopsis Pacific Symposium on Biocomputing 2009, Kohala Coast, Hawaii, USA, 5-9 January 2009 by : Russ Altman

Download or read book Pacific Symposium on Biocomputing 2009, Kohala Coast, Hawaii, USA, 5-9 January 2009 written by Russ Altman and published by World Scientific. This book was released on 2009 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2009 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2009 will be held on January 5OCo9, 2009 in Kamuela, Hawaii. Tutorials will be offered prior to the start of the conference. PSB 2009 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing''s OC hot topics.OCO In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field."


Biocomputing 2010 - Proceedings Of The Pacific Symposium

Biocomputing 2010 - Proceedings Of The Pacific Symposium

Author: Russ B Altman

Publisher: World Scientific

Published: 2009-10-23

Total Pages: 500

ISBN-13: 9814465658

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The Pacific Symposium on Biocomputing (PSB) 2010 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2010 will be held on January 4 - 8, 2010 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2010 will bring together top researchers from the US, Asia Pacific, and around the world to exchange research results and address pertinent issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's “hot topics”. In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Book Synopsis Biocomputing 2010 - Proceedings Of The Pacific Symposium by : Russ B Altman

Download or read book Biocomputing 2010 - Proceedings Of The Pacific Symposium written by Russ B Altman and published by World Scientific. This book was released on 2009-10-23 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2010 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2010 will be held on January 4 - 8, 2010 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2010 will bring together top researchers from the US, Asia Pacific, and around the world to exchange research results and address pertinent issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's “hot topics”. In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Pacific Symposium on Biocomputing 2008

Pacific Symposium on Biocomputing 2008

Author: Russ Altman

Publisher: World Scientific

Published: 2008

Total Pages: 684

ISBN-13: 9812776133

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The Pacific Symposium on Biocomputing (PSB) 2008 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2008 will be held on January 4OCo8, 2008 at the Fairmont Orchid, Big Island of Hawaii. Tutorials will be offered prior to the start of the conference. PSB 2008 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing''s OC hot topics.OCO In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field. Sample Chapter(s). Chapter 1: Beyond GAP Models: Reconstructing Alignments and Phylogenies Under Genomic-Scale Events (119 KB). Contents: Beyond Gap Models: Reconstructing Alignments and Phylogenies Under Genomic-Scale Events; Computational Challenges in the Study of Small Regulatory RNAs; Computational Tools for Next-Generation Sequencing Applications; Knowledge-Driven Analysis and Data Integration for High-Throughput Biological Data; Molecular Bioinformatics for Disease: Protein Interactions and Phenomics; Multiscale Modeling and Simulation Session: From Molecules to Cells to Organisms?; Protein-Nucleic Acid Interactions: Integrating Structure, Sequence, and Function; Tiling Microarray Data Analysis Methods and Algorithms; Translating Biology: Text Mining Tools That Work. Readership: Academia and industry in the fields of biocomputing, bioinformatics and computational biology.


Book Synopsis Pacific Symposium on Biocomputing 2008 by : Russ Altman

Download or read book Pacific Symposium on Biocomputing 2008 written by Russ Altman and published by World Scientific. This book was released on 2008 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2008 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2008 will be held on January 4OCo8, 2008 at the Fairmont Orchid, Big Island of Hawaii. Tutorials will be offered prior to the start of the conference. PSB 2008 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing''s OC hot topics.OCO In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field. Sample Chapter(s). Chapter 1: Beyond GAP Models: Reconstructing Alignments and Phylogenies Under Genomic-Scale Events (119 KB). Contents: Beyond Gap Models: Reconstructing Alignments and Phylogenies Under Genomic-Scale Events; Computational Challenges in the Study of Small Regulatory RNAs; Computational Tools for Next-Generation Sequencing Applications; Knowledge-Driven Analysis and Data Integration for High-Throughput Biological Data; Molecular Bioinformatics for Disease: Protein Interactions and Phenomics; Multiscale Modeling and Simulation Session: From Molecules to Cells to Organisms?; Protein-Nucleic Acid Interactions: Integrating Structure, Sequence, and Function; Tiling Microarray Data Analysis Methods and Algorithms; Translating Biology: Text Mining Tools That Work. Readership: Academia and industry in the fields of biocomputing, bioinformatics and computational biology.


Pacific Symposium on Biocomputing 2010, Kamuela, Hawaii, USA, 4-8 January 2010

Pacific Symposium on Biocomputing 2010, Kamuela, Hawaii, USA, 4-8 January 2010

Author: Russ B. Altman

Publisher: World Scientific

Published: 2009-10-23

Total Pages: 502

ISBN-13: 9814295299

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The Pacific Symposium on Biocomputing (PSB) 2010 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2010 will be held on January 4 - 8, 2010 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference. PSB 2010 will bring together top researchers from the US, Asia Pacific, and around the world to exchange research results and address pertinent issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's "hot topics". In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Book Synopsis Pacific Symposium on Biocomputing 2010, Kamuela, Hawaii, USA, 4-8 January 2010 by : Russ B. Altman

Download or read book Pacific Symposium on Biocomputing 2010, Kamuela, Hawaii, USA, 4-8 January 2010 written by Russ B. Altman and published by World Scientific. This book was released on 2009-10-23 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2010 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2010 will be held on January 4 - 8, 2010 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference. PSB 2010 will bring together top researchers from the US, Asia Pacific, and around the world to exchange research results and address pertinent issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's "hot topics". In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Biocomputing 2022 - Proceedings Of The Pacific Symposium

Biocomputing 2022 - Proceedings Of The Pacific Symposium

Author: Russ B Altman

Publisher: World Scientific

Published: 2021-11-29

Total Pages: 380

ISBN-13: 9811250480

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The Pacific Symposium on Biocomputing (PSB) 2022 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2022 will be held on January 3 - 7, 2022 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2022 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Book Synopsis Biocomputing 2022 - Proceedings Of The Pacific Symposium by : Russ B Altman

Download or read book Biocomputing 2022 - Proceedings Of The Pacific Symposium written by Russ B Altman and published by World Scientific. This book was released on 2021-11-29 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2022 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2022 will be held on January 3 - 7, 2022 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2022 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.


Biological Language Model: Theory And Application

Biological Language Model: Theory And Application

Author: Qiwen Dong

Publisher: World Scientific

Published: 2020-06-05

Total Pages: 267

ISBN-13: 9811212961

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Conceived as a cross between natural language processing methods and biological sequences in DNA, RNA and protein, biological language model is a new scientific research topic in bioinformatics that has been extensively studied by the authors. The basic theory and applications of this model are presented in this book to serve as an reference for graduate students and researchers.


Book Synopsis Biological Language Model: Theory And Application by : Qiwen Dong

Download or read book Biological Language Model: Theory And Application written by Qiwen Dong and published by World Scientific. This book was released on 2020-06-05 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conceived as a cross between natural language processing methods and biological sequences in DNA, RNA and protein, biological language model is a new scientific research topic in bioinformatics that has been extensively studied by the authors. The basic theory and applications of this model are presented in this book to serve as an reference for graduate students and researchers.


Bioinformatics and Computational Biology in Drug Discovery and Development

Bioinformatics and Computational Biology in Drug Discovery and Development

Author: William T. Loging

Publisher: Cambridge University Press

Published: 2016-03-17

Total Pages: 255

ISBN-13: 0521768004

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A comprehensive overview of the use of computational biology approaches in the drug discovery and development process.


Book Synopsis Bioinformatics and Computational Biology in Drug Discovery and Development by : William T. Loging

Download or read book Bioinformatics and Computational Biology in Drug Discovery and Development written by William T. Loging and published by Cambridge University Press. This book was released on 2016-03-17 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive overview of the use of computational biology approaches in the drug discovery and development process.


Identifiability and Regression Analysis of Biological Systems Models

Identifiability and Regression Analysis of Biological Systems Models

Author: Paola Lecca

Publisher: Springer Nature

Published: 2020-03-05

Total Pages: 90

ISBN-13: 3030412555

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This richly illustrated book presents the objectives of, and the latest techniques for, the identifiability analysis and standard and robust regression analysis of complex dynamical models. The book first provides a definition of complexity in dynamic systems by introducing readers to the concepts of system size, density of interactions, stiff dynamics, and hybrid nature of determination. In turn, it presents the mathematical foundations of and algorithmic procedures for model structural and practical identifiability analysis, multilinear and non-linear regression analysis, and best predictor selection. Although the main fields of application discussed in the book are biochemistry and systems biology, the methodologies described can also be employed in other disciplines such as physics and the environmental sciences. Readers will learn how to deal with problems such as determining the identifiability conditions, searching for an identifiable model, and conducting their own regression analysis and diagnostics without supervision. Featuring a wealth of real-world examples, exercises, and codes in R, the book addresses the needs of doctoral students and researchers in bioinformatics, bioengineering, systems biology, biophysics, biochemistry, the environmental sciences and experimental physics. Readers should be familiar with the fundamentals of probability and statistics (as provided in first-year university courses) and a basic grasp of R.


Book Synopsis Identifiability and Regression Analysis of Biological Systems Models by : Paola Lecca

Download or read book Identifiability and Regression Analysis of Biological Systems Models written by Paola Lecca and published by Springer Nature. This book was released on 2020-03-05 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: This richly illustrated book presents the objectives of, and the latest techniques for, the identifiability analysis and standard and robust regression analysis of complex dynamical models. The book first provides a definition of complexity in dynamic systems by introducing readers to the concepts of system size, density of interactions, stiff dynamics, and hybrid nature of determination. In turn, it presents the mathematical foundations of and algorithmic procedures for model structural and practical identifiability analysis, multilinear and non-linear regression analysis, and best predictor selection. Although the main fields of application discussed in the book are biochemistry and systems biology, the methodologies described can also be employed in other disciplines such as physics and the environmental sciences. Readers will learn how to deal with problems such as determining the identifiability conditions, searching for an identifiable model, and conducting their own regression analysis and diagnostics without supervision. Featuring a wealth of real-world examples, exercises, and codes in R, the book addresses the needs of doctoral students and researchers in bioinformatics, bioengineering, systems biology, biophysics, biochemistry, the environmental sciences and experimental physics. Readers should be familiar with the fundamentals of probability and statistics (as provided in first-year university courses) and a basic grasp of R.