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Experimental Design and Data Analysis for Biologists

Experimental Design and Data Analysis for Biologists
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作者: 著
出版社: Cambridge University Press
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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