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Author: |
Zuur, Alain F., author. aut https://id.oclc.org/worldcat/entity/E39PBJmP7CbWpkrkPgCphRGJXd |
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Title Statement: |
Mixed effects models and extensions in ecology with R / Alain F. Zuur, Elena N. Ieno, Neil J. Walker, Anatoly A. Saveliev, Graham M. Smith. |
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Production: |
New York, NY : Springer, [2009] |
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©2009 |
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Description: |
xxii, 574 pages : illustrations ; 25 cm. |
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Series: |
(Statistics for biology and health) |
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ISBN: |
ISBN 9780387874579 (hardcover) |
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ISBN 0387874577 (hardcover) |
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ISBN 9781441927644 (paperback) |
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ISBN 1441927646 (paperback) |
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ISBN (invalid) 9780387874586 (online) |
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ISBN 0387874585 |
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ISBN 9780387874586 |
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Summary, Etc. Note: |
Review: "In this book the authors provide an expanded introduction to using regression and its extensions in analysing ecological data. The first part of the book is a largely non-mathematical introduction to linear mixed effects modelling, GLM and GAM, zero inflated models, GEE, GLMM and GAMM. The second part provides ten case studies that range from koalas to deep sea research. These chapters provide an invaluable insight into analysing complex ecological datasets, including comparisons of different approaches to the same problem. By matching ecological questions and data structure to a case study, these chapters provide an excellent starting point to analysing the reader's own data."--NHBS Environment Bookstore. |
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Contents Note: |
Contents: Limitations of linear regression applied on ecological data -- Things are not always linear : additive modeling -- Dealing with heterogeneity -- Mixed effects modeling for nested data -- Violation of independence. Part 1 -- Violation of independence. Part 2 -- Meet the exponential family -- GLM and GAM for count data -- GLM and GAM for absence-presence and proportional data -- Zero-truncated and zero-inflated models for count data -- Generalised estimation equations -- GLMM and GAMM -- Estimating trends for Antarctic birds in relation to climate change / A.F. Zuur [and others] -- Large scale impacts of land-use change in a Scottish farming catchment / A.F. Zuur [and others] -- Negative binomial GAM and GAMM to analyse amphibian roadkills / A.F. Zuur [and others] -- Additive mixed modelling applied on deep-sea pelagic bioluminescent organisms / A.F. Zuur [and others] -- Additive mixed modelling applied on phytoplankton time series data / A.F. Zuur [and others] -- Mixed effects modelling applied on American foulbrood affecting honey bees larvae / A.F. Zuur [and others] -- Three-way nested data for age determination techniques applied to cetaceans / E.N. Ieno [and others] -- GLMM applied on the spatial distribution of koalas in a fragmented landscape / J.R. Rhodes [and others] -- A comparison of GLM, GEE, and GLMM applied to badger activity data / N.J. Walker [and others] -- Incorporating temporal correlation in seal abundance data with MCMC / A.A. Saveliev [and others] -- Required pre-knowledge : a linear regression and additive modelling example. |
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Bibliography Note: |
Includes bibliographical references and index. |
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Terms of Use: |
British Library not licensed to copy 0. Uk |
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Local Note: |
NWRCCatalogISO20250428 |
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Additional Physical Forms: |
Online version: Zuur, Alain F. Mixed effects models and extensions in ecology with R. New York ; London : Springer, [2009] ISBN 9780387874586 (DLC) 2008942429 (OCoLC)318545289 |
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Elect. Loc./Access: |
Table of contents http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=017602029&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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Table of contents application/pdf http://swbplus.bsz-bw.de/bsz305834320inh.htm 20090623093547 |
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Table of contents http://www.gbv.de/dms/bowker/toc/9780387874579.pdf |
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Table of contents http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017602029&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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Cover image/jpeg http://swbplus.bsz-bw.de/bsz305834320cov.htm 20090603063105 |
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Kapitel 2 application/pdf http://swbplus.bsz-bw.de/bsz305834320kap.htm 20090623101922 |
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Vorwort 1 application/pdf http://swbplus.bsz-bw.de/bsz305834320vor.htm 20090623100140 |
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Subject: |
Ecology--Statistical methods. |
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R (Computer program language) |
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Statistics. |
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Ecology--methods |
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Statistics as Topic |
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R (Langage de programmation) |
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Statistiques. |
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Statistique. |
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Statistics. aat |
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Statistics fast |
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Ecology--Statistical methods fast |
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R (Computer program language) fast |
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Datenanalyse gnd |
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R Programm gnd |
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Ökologie gnd |
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R <Programm> swd |
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Index - Uncontrolled: |
Ecology Statistical methods |
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R (Computer program language) |
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Index - Genre/Form: |
Statistics |
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Case Reports |
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Statistics fast |
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Informational works fast |
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Case studies fast |
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Statistics. lcgft |
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Case studies. lcgft |
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Informational works. lcgft |
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Statistiques. rvmgf |
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Études de cas. rvmgf |
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Documents d'information. rvmgf |
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Name Added Entry: |
Ieno, Elena N., author. aut https://id.oclc.org/worldcat/entity/E39PCjHW4RJH7r3QWRMJ4bth73 |
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Walker, Neil J., author. aut |
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Saveliev, Anatoly A., author. aut https://id.oclc.org/worldcat/entity/E39PCjHjTdDvjchPKXCKY4RYfq |
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Smith, Graham M., author. aut https://id.oclc.org/worldcat/entity/E39PCjM7DFQcXjvBJ7bhjTK3cd |
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Series Added Entry: |
Statistics for biology and health. |