Introduction to computer-intensive methods of data analysis in biology /:
Roff offers an introduction to modern computational tools such as Maximum Likelihood, Monte Carlo and Bayesian methods for the analysis of biological data using S-PLUS, a statistical software package. This book is useful for graduate level students and researchers across the biological sciences.
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, UK ; New York :
Cambridge University Press,
2006.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Roff offers an introduction to modern computational tools such as Maximum Likelihood, Monte Carlo and Bayesian methods for the analysis of biological data using S-PLUS, a statistical software package. This book is useful for graduate level students and researchers across the biological sciences. |
| Beschreibung: | 1 online resource (vii, 368 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 233-241) and index. |
| ISBN: | 0511219121 9780511219122 0521846285 0521608651 9780521846288 9780521608657 9780511648267 051164826X 0511219806 9780511219801 9780511616785 0511616783 1280956127 9781280956126 1107152283 9781107152281 9786610956128 661095612X 0511351631 9780511351631 0511567731 9780511567735 |
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| 245 | 1 | 0 | |a Introduction to computer-intensive methods of data analysis in biology / |c Derek A. Roff. |
| 260 | |a Cambridge, UK ; |a New York : |b Cambridge University Press, |c 2006. | ||
| 300 | |a 1 online resource (vii, 368 pages) : |b illustrations | ||
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| 504 | |a Includes bibliographical references (pages 233-241) and index. | ||
| 520 | |a Roff offers an introduction to modern computational tools such as Maximum Likelihood, Monte Carlo and Bayesian methods for the analysis of biological data using S-PLUS, a statistical software package. This book is useful for graduate level students and researchers across the biological sciences. | ||
| 505 | 0 | |a Cover; Half-title; Title; Copyright; Contents; Preface; 1 An introduction to computer-intensive methods; 2 Maximum likelihood; 3 The jackknife; 4 The bootstrap; 5 Randomization and Monte Carlo methods; 6 Regression methods; 7 Bayesian methods; References; Appendix A: An overview of S-PLUS methods used in this book; Appendix B: Brief description of S-PLUS subroutines used in this book; Appendix C: S-PLUS codes cited in text; Appendix D: Solutions to exercises; Index. | |
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| 650 | 2 | |a Data Interpretation, Statistical | |
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| contents | Cover; Half-title; Title; Copyright; Contents; Preface; 1 An introduction to computer-intensive methods; 2 Maximum likelihood; 3 The jackknife; 4 The bootstrap; 5 Randomization and Monte Carlo methods; 6 Regression methods; 7 Bayesian methods; References; Appendix A: An overview of S-PLUS methods used in this book; Appendix B: Brief description of S-PLUS subroutines used in this book; Appendix C: S-PLUS codes cited in text; Appendix D: Solutions to exercises; Index. |
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| genre_facet | Electronic book. Electronic books. |
| id | ZDB-4-EBA-ocn173610019 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:16:09Z |
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| language | English |
| oclc_num | 173610019 |
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| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (vii, 368 pages) : illustrations |
| psigel | ZDB-4-EBA |
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| spelling | Roff, Derek A., 1949- https://id.oclc.org/worldcat/entity/E39PBJqvTXgbTkhyrcBfW3tFrq http://id.loc.gov/authorities/names/n86810596 Introduction to computer-intensive methods of data analysis in biology / Derek A. Roff. Cambridge, UK ; New York : Cambridge University Press, 2006. 1 online resource (vii, 368 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Includes bibliographical references (pages 233-241) and index. Roff offers an introduction to modern computational tools such as Maximum Likelihood, Monte Carlo and Bayesian methods for the analysis of biological data using S-PLUS, a statistical software package. This book is useful for graduate level students and researchers across the biological sciences. Cover; Half-title; Title; Copyright; Contents; Preface; 1 An introduction to computer-intensive methods; 2 Maximum likelihood; 3 The jackknife; 4 The bootstrap; 5 Randomization and Monte Carlo methods; 6 Regression methods; 7 Bayesian methods; References; Appendix A: An overview of S-PLUS methods used in this book; Appendix B: Brief description of S-PLUS subroutines used in this book; Appendix C: S-PLUS codes cited in text; Appendix D: Solutions to exercises; Index. Print version record. English. Biology Data processing. http://id.loc.gov/authorities/subjects/sh85014206 Bioinformatics. http://id.loc.gov/authorities/subjects/sh00003585 Systems biology. http://id.loc.gov/authorities/subjects/sh2008002926 Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Computational biology. http://id.loc.gov/authorities/subjects/sh2003008355 Systems Biology Data Interpretation, Statistical Biometry Computational Biology https://id.nlm.nih.gov/mesh/D019295 Biologie Informatique. Bio-informatique. Biologie systémique. Biométrie. biometrics. aat NATURE Reference. bisacsh SCIENCE Life Sciences General. bisacsh SCIENCE Life Sciences Biology. bisacsh Systems biology fast Computational biology fast Biometry fast Bioinformatics fast Biology Data processing fast Biologie gnd Datenanalyse gnd Electronic book. Electronic books. has work: Introduction to computer-intensive methods of data analysis in biology (Text) https://id.oclc.org/worldcat/entity/E39PCGBgR6PtYJ3YxxRKvJGkcP https://id.oclc.org/worldcat/ontology/hasWork Print version: Roff, Derek A., 1949- Introduction to computer-intensive methods of data analysis in biology. Cambridge, UK ; New York : Cambridge University Press, 2006 0521846285 (DLC) 2006001857 (OCoLC)63164893 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=304485 Volltext |
| spellingShingle | Roff, Derek A., 1949- Introduction to computer-intensive methods of data analysis in biology / Cover; Half-title; Title; Copyright; Contents; Preface; 1 An introduction to computer-intensive methods; 2 Maximum likelihood; 3 The jackknife; 4 The bootstrap; 5 Randomization and Monte Carlo methods; 6 Regression methods; 7 Bayesian methods; References; Appendix A: An overview of S-PLUS methods used in this book; Appendix B: Brief description of S-PLUS subroutines used in this book; Appendix C: S-PLUS codes cited in text; Appendix D: Solutions to exercises; Index. Biology Data processing. http://id.loc.gov/authorities/subjects/sh85014206 Bioinformatics. http://id.loc.gov/authorities/subjects/sh00003585 Systems biology. http://id.loc.gov/authorities/subjects/sh2008002926 Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Computational biology. http://id.loc.gov/authorities/subjects/sh2003008355 Systems Biology Data Interpretation, Statistical Biometry Computational Biology https://id.nlm.nih.gov/mesh/D019295 Biologie Informatique. Bio-informatique. Biologie systémique. Biométrie. biometrics. aat NATURE Reference. bisacsh SCIENCE Life Sciences General. bisacsh SCIENCE Life Sciences Biology. bisacsh Systems biology fast Computational biology fast Biometry fast Bioinformatics fast Biology Data processing fast Biologie gnd Datenanalyse gnd |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85014206 http://id.loc.gov/authorities/subjects/sh00003585 http://id.loc.gov/authorities/subjects/sh2008002926 http://id.loc.gov/authorities/subjects/sh85014244 http://id.loc.gov/authorities/subjects/sh2003008355 https://id.nlm.nih.gov/mesh/D019295 |
| title | Introduction to computer-intensive methods of data analysis in biology / |
| title_auth | Introduction to computer-intensive methods of data analysis in biology / |
| title_exact_search | Introduction to computer-intensive methods of data analysis in biology / |
| title_full | Introduction to computer-intensive methods of data analysis in biology / Derek A. Roff. |
| title_fullStr | Introduction to computer-intensive methods of data analysis in biology / Derek A. Roff. |
| title_full_unstemmed | Introduction to computer-intensive methods of data analysis in biology / Derek A. Roff. |
| title_short | Introduction to computer-intensive methods of data analysis in biology / |
| title_sort | introduction to computer intensive methods of data analysis in biology |
| topic | Biology Data processing. http://id.loc.gov/authorities/subjects/sh85014206 Bioinformatics. http://id.loc.gov/authorities/subjects/sh00003585 Systems biology. http://id.loc.gov/authorities/subjects/sh2008002926 Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Computational biology. http://id.loc.gov/authorities/subjects/sh2003008355 Systems Biology Data Interpretation, Statistical Biometry Computational Biology https://id.nlm.nih.gov/mesh/D019295 Biologie Informatique. Bio-informatique. Biologie systémique. Biométrie. biometrics. aat NATURE Reference. bisacsh SCIENCE Life Sciences General. bisacsh SCIENCE Life Sciences Biology. bisacsh Systems biology fast Computational biology fast Biometry fast Bioinformatics fast Biology Data processing fast Biologie gnd Datenanalyse gnd |
| topic_facet | Biology Data processing. Bioinformatics. Systems biology. Biometry. Computational biology. Systems Biology Data Interpretation, Statistical Biometry Computational Biology Biologie Informatique. Bio-informatique. Biologie systémique. Biométrie. biometrics. NATURE Reference. SCIENCE Life Sciences General. SCIENCE Life Sciences Biology. Systems biology Computational biology Bioinformatics Biology Data processing Biologie Datenanalyse Electronic book. Electronic books. |
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| work_keys_str_mv | AT roffdereka introductiontocomputerintensivemethodsofdataanalysisinbiology |