Experimental Design and Data Analysis for Biologists

Experimental Design and Data Analysis for Biologists

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作者: Gerry P. Quinn 著

出版社: Cambridge University Press

出版时间: 2002-04

版次: 1

ISBN: 9780521009768

定价: 690.50

装帧: 平装

开本: 其他

纸张: 其他

页数: 556页

正文语种: 英语

分类: 外文古旧书>英文书>自然科学

Anessentialtextbookforanystudentorresearcherinbiologyneedingtodesignexperiments,sampleprogramsoranalysetheresultingdata.Thetextbeginswitharevisionofestimationandhypothesistestingmethods,coveringbothclassicalandBayesianphilosophies,beforeadvancingtotheanalysisoflinearandgeneralizedlinearmodels.Topicscoveredincludelinearandlogisticregression,simpleandcomplexANOVAmodels(forfactorial,nested,block,split-plotandrepeatedmeasuresandcovariancedesigns),andlog-linearmodels.Multivariatetechniques,includingclassificationandordination,arethenintroduced.Specialemphasisisplacedoncheckingassumptions,exploratorydataanalysisandpresentationofresults.Themainanalysesareillustratedwithmanyexamplesfrompublishedpapersandthereisanextensivereferencelisttoboththestatisticalandbiologicalliterature.Thebookissupportedbyaweb-sitethatprovidesalldatasets,questionsforeachchapterandlinkstosoftware. GerryQuinnisaSeniorLecturerintheSchoolofBiologicalSciencesatMonashUniversity,andProgramLeaderintheCooperativeResearchCentreforFreshwaterEcology.Hehastaughtexperimentaldesignandanalysiscoursesforanumberofyearsandhasprovidedadviceonthedesignandanalysisofsamplingandexperimentalprogramsinecologyandenvironmentalmonitoringtoawiderangeofuniversityandgovernmentscientists.GerryQuinnisaco-authorofMonitoringEcologicalImpacts:ConceptsandPracticeinFlowingWaters,CambridgeUniversityPress,2002.MichaelKeoughisaReaderinZoologyattheUniversityofMelbourne.Hisresearchinterestslieinmarineecology,environmentalscience,andconservationbiology.Hehasextensiveexperienceteachingexperimentaldesignandanalysiscoursesatanumberofuniversities.Hehasalsoprovidedadviceondesignandanalysisforenvironmentalmonitoringtoawiderangeofenvironmentalconsultants,andstateandfederalgovernmentsinAustralia.MichaelKeoughisaco-authorofMonitoringEcologicalImpacts:ConceptsandPracticeinFlowingWaters,CambridgeUniversityPress,2002.
内容简介:
Anessentialtextbookforanystudentorresearcherinbiologyneedingtodesignexperiments,sampleprogramsoranalysetheresultingdata.Thetextbeginswitharevisionofestimationandhypothesistestingmethods,coveringbothclassicalandBayesianphilosophies,beforeadvancingtotheanalysisoflinearandgeneralizedlinearmodels.Topicscoveredincludelinearandlogisticregression,simpleandcomplexANOVAmodels(forfactorial,nested,block,split-plotandrepeatedmeasuresandcovariancedesigns),andlog-linearmodels.Multivariatetechniques,includingclassificationandordination,arethenintroduced.Specialemphasisisplacedoncheckingassumptions,exploratorydataanalysisandpresentationofresults.Themainanalysesareillustratedwithmanyexamplesfrompublishedpapersandthereisanextensivereferencelisttoboththestatisticalandbiologicalliterature.Thebookissupportedbyaweb-sitethatprovidesalldatasets,questionsforeachchapterandlinkstosoftware.
作者简介:
GerryQuinnisaSeniorLecturerintheSchoolofBiologicalSciencesatMonashUniversity,andProgramLeaderintheCooperativeResearchCentreforFreshwaterEcology.Hehastaughtexperimentaldesignandanalysiscoursesforanumberofyearsandhasprovidedadviceonthedesignandanalysisofsamplingandexperimentalprogramsinecologyandenvironmentalmonitoringtoawiderangeofuniversityandgovernmentscientists.GerryQuinnisaco-authorofMonitoringEcologicalImpacts:ConceptsandPracticeinFlowingWaters,CambridgeUniversityPress,2002.MichaelKeoughisaReaderinZoologyattheUniversityofMelbourne.Hisresearchinterestslieinmarineecology,environmentalscience,andconservationbiology.Hehasextensiveexperienceteachingexperimentaldesignandanalysiscoursesatanumberofuniversities.Hehasalsoprovidedadviceondesignandanalysisforenvironmentalmonitoringtoawiderangeofenvironmentalconsultants,andstateandfederalgovernmentsinAustralia.MichaelKeoughisaco-authorofMonitoringEcologicalImpacts:ConceptsandPracticeinFlowingWaters,CambridgeUniversityPress,2002.

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