Bioinformatics And Molecular Evolution
商品資訊
ISBN13：9781405106832
出版社：John Wiley & Sons Inc
作者：Higgs
出版日：2004/12/15
裝訂／頁數：平裝／384頁
商品簡介
This accessible text:
- provides a thorough examination of sequence analysis, biological databases, pattern recognition, and applications to genomics, microarrays, and proteomics
- emphasizes the theoretical and statistical methods used in bioinformatics programs in a way that is accessible to biological science students
- places bioinformatics in the context of evolutionary biology, including population genetics, molecular evolution, molecular phylogenetics, and their applications
- features end-of-chapter problems and self-tests to help students synthesize the materials and apply their understanding
- is accompanied by a dedicated website - www.blackwellpublishing.com/higgs - containing downloadable sequences, links to web resources, answers to self-test questions, and all artwork in downloadable format (artwork also available to instructors on CD-ROM).
This important textbook will equip readers with a thorough understanding of the quantitative methods used in the analysis of molecular evolution, and will be essential reading for advanced undergraduates, graduates, and researchers in molecular biology, genetics, genomics, computational biology, and bioinformatics courses.
作者簡介
Teresa Attwood is Professor of Bioinformatics at Manchester University, Visiting Fellow at the European Bioinformatics Institute, and author of the PRINTS protein fingerprint database. She has a PhD in biophysics from the University of Leeds, and now teaches national and international courses in bioinformatics. Her current research interests include protein sequence analysis, data visualization, and biomedical text mining.
目次
Chapter Plan.
Chapter 1. Introduction: The Revolution in Biological Information.
Chapter 2. Nucleic Acids, Proteins, and Amino Acids.
Chapter 3. Molecular Evolution and Population Genetics.
Chapter 4. Models of Sequence Evolution.
Chapter 5. Information Resources for Genes and Proteins.
Chapter 6. Sequence Alignment Algorithms.
Chapter 7. Searching Sequence Databases.
Chapter 8. Phylogenetic Methods.
Chapter 9. Patterns in Protein Families.
Chapter 10. Probabilistic Methods and Machine Learning.
Chapter 11. Further Topics in Molecular Evolution and Phylogenetics.
Chapter 12. Genome Evolution.
Chapter 13. DNA Microarrays and the 'omes.
Mathematical Appendix.
List of Web address.
Glossary.
Index.
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