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scheiner sam - design and analysis of ecological experiments
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Design and Analysis of Ecological Experiments




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 09/1998
Edizione: 1° edizione





Trama

The goal of this book is to make some underutilized but potentially very useful methods in experimental design and analysis available to ecologists, and to encourage better use of standard statistical techniques. Ecology has become more and more an experimental science in both basic and applied work, but experiments in the field and in the laboratory often present formidable statistical difficulties. Organized around providing solutions to ecological problems, this book offers ways to improve the statistical aspects of conducting manipulative ecological experiments, from setting them up to interpreting and reporting the results. An abundance of tools, including advanced approaches, are made available to ecologists in step-by-step examples, with computer code provided for common statistical packages. This is an essential how-to guide for the working ecologist and for graduate students preparing for research and teaching careers in the field of ecology.




Sommario

Introduction: theories, hypotheses and statisticsExploratory data analysis and graphical displayANOVA: experiments in controlled environmentsANOVA and ANCOVA: field competition experimentsMANOVA: multiple response variables and multispecies interactionsRepeated measures analysis: growth and other time-dependent measuresTime-series intervention analysis: unreplicated large-scale experimentsNon-linear curve fitting: predation and functional response curvesMultiple regression: herbivoryPath analysis: pollinationPopulation sampling and bootstrapping in complex designs: demographic analysisFailure time analysis: emergence, flowering, survivorship and other waiting timesThe bootstrap and the jackknife: describing the precision of ecological indices Spatial statistics: analysis of field experimentMantel tests: spatial structure in field experimentsModel verification: optimal foraging Meta-analysis: combining the results of independent experimentsReferencesAuthor indexSubject index




Autore

Scheiner\, Sam










Altre Informazioni

ISBN:

9780412035616

Condizione: Nuovo
Dimensioni: 9 x 6 in Ø 1.38 lb
Formato: Copertina rigida
Pagine Arabe: 445


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