Computational phylogenetics: an introduction to designing methods for phylogeny estimation
A comprehensive account of both basic and advanced material in phylogeny estimation, focusing on computational and statistical issues. No background in biology or computer science is assumed, and there is minimal use of mathematical formulas, meaning that students from many disciplines, including bi...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2018
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| Schlagworte: | |
| Online-Zugang: | FHN01 BSB01 URL des Erstveröffentlichers |
| Zusammenfassung: | A comprehensive account of both basic and advanced material in phylogeny estimation, focusing on computational and statistical issues. No background in biology or computer science is assumed, and there is minimal use of mathematical formulas, meaning that students from many disciplines, including biology, computer science, statistics, and applied mathematics, will find the text accessible. The mathematical and statistical foundations of phylogeny estimation are presented rigorously, following which more advanced material is covered. This includes substantial chapters on multi-locus phylogeny estimation, supertree methods, multiple sequence alignment techniques, and designing methods for large-scale phylogeny estimation. The author provides key analytical techniques to prove theoretical properties about methods, as well as addressing performance in practice for methods for estimating trees. Research problems requiring novel computational methods are also presented, so that graduate students and researchers from varying disciplines will be able to enter the broad and exciting field of computational phylogenetics |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 10 Nov 2017) |
| Beschreibung: | 1 online resource (xvi, 379 pages) |
| ISBN: | 9781316882313 |
| DOI: | 10.1017/9781316882313 |
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| spelling | Warnow, Tandy 1955- Verfasser aut Computational phylogenetics an introduction to designing methods for phylogeny estimation Tandy Warnow Cambridge Cambridge University Press 2018 1 online resource (xvi, 379 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 10 Nov 2017) A comprehensive account of both basic and advanced material in phylogeny estimation, focusing on computational and statistical issues. No background in biology or computer science is assumed, and there is minimal use of mathematical formulas, meaning that students from many disciplines, including biology, computer science, statistics, and applied mathematics, will find the text accessible. The mathematical and statistical foundations of phylogeny estimation are presented rigorously, following which more advanced material is covered. This includes substantial chapters on multi-locus phylogeny estimation, supertree methods, multiple sequence alignment techniques, and designing methods for large-scale phylogeny estimation. The author provides key analytical techniques to prove theoretical properties about methods, as well as addressing performance in practice for methods for estimating trees. Research problems requiring novel computational methods are also presented, so that graduate students and researchers from varying disciplines will be able to enter the broad and exciting field of computational phylogenetics Cladistic analysis Statistical methods Phylogeny Data processing Bioinformatics Bioinformatik (DE-588)4611085-9 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Phylogenetische Systematik (DE-588)4174592-9 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Phylogenetische Systematik (DE-588)4174592-9 s Methode (DE-588)4038971-6 s Bioinformatik (DE-588)4611085-9 s Statistik (DE-588)4056995-0 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9781107184718 https://doi.org/10.1017/9781316882313 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Warnow, Tandy 1955- Computational phylogenetics an introduction to designing methods for phylogeny estimation Cladistic analysis Statistical methods Phylogeny Data processing Bioinformatics Bioinformatik (DE-588)4611085-9 gnd Methode (DE-588)4038971-6 gnd Phylogenetische Systematik (DE-588)4174592-9 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4611085-9 (DE-588)4038971-6 (DE-588)4174592-9 (DE-588)4056995-0 |
| title | Computational phylogenetics an introduction to designing methods for phylogeny estimation |
| title_auth | Computational phylogenetics an introduction to designing methods for phylogeny estimation |
| title_exact_search | Computational phylogenetics an introduction to designing methods for phylogeny estimation |
| title_full | Computational phylogenetics an introduction to designing methods for phylogeny estimation Tandy Warnow |
| title_fullStr | Computational phylogenetics an introduction to designing methods for phylogeny estimation Tandy Warnow |
| title_full_unstemmed | Computational phylogenetics an introduction to designing methods for phylogeny estimation Tandy Warnow |
| title_short | Computational phylogenetics |
| title_sort | computational phylogenetics an introduction to designing methods for phylogeny estimation |
| title_sub | an introduction to designing methods for phylogeny estimation |
| topic | Cladistic analysis Statistical methods Phylogeny Data processing Bioinformatics Bioinformatik (DE-588)4611085-9 gnd Methode (DE-588)4038971-6 gnd Phylogenetische Systematik (DE-588)4174592-9 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Cladistic analysis Statistical methods Phylogeny Data processing Bioinformatics Bioinformatik Methode Phylogenetische Systematik Statistik |
| url | https://doi.org/10.1017/9781316882313 |
| work_keys_str_mv | AT warnowtandy computationalphylogeneticsanintroductiontodesigningmethodsforphylogenyestimation |