APrimeronExperimentswithMixtures

作者 John A. Cornell著
出版社 Wiley&Sons
出版时间 2011年8月
ISBN 9780470643389
定价 847.20

内容简介

TheconciseyetauthoritativepresentationofkeytechniquesforbasicmixturesexperimentsInspiredbytheauthor'sbestsellingadvancedbookonthetopic,APrimeronExperimentswithMixturesprovidesanintroductorypresentationofthekeyprinciplesbehindexperimentingwithmixtures.Outliningusefultechniquesthroughanappliedapproachwithexamplesfromrealresearchsituations,thebooksuppliesacomprehensivediscussionofhowtodesignandsetupbasicmixtureexperiments,thenanalyzethedataanddrawinferencesfromresults.Drawingfromhisextensiveexperienceteachingthetopicatvariouslevels,theauthorpresentsthemixtureexperimentsinaneasy-to-followmannerthatisvoidofunnecessaryformulasandtheory.Succinctpresentationsexplorekeymethodsandtechniquesforcarryingoutbasicmixtureexperiments,including:Designsandmodelsforexploringtheentiresimplexfactorspace,withcoverageofsimplex-latticeandsimplex-centroiddesigns,canonicalpolynomials,theplottingofindividualresiduals,andaxialdesignsMultipleconstraintsonthecomponentproportionsintheformoflowerand/orupperbounds,introducingL-Pseudocomponents,multicomponentconstraints,andmultiplelatticedesignsformajorandminorcomponentclassificationsTechniquesforanalyzingmixturedatasuchasmodelreductionandscreeningcomponents,aswellasadditionaltopicssuchasmeasuringtheleverageofcertaindesignpointsModelscontainingratiosofthecomponents,Cox'smixturepolynomials,andthefittingofaslackvariablemodelAreviewofleastsquaresandtheanalysisofvarianceforfittingdataEachchapterconcludeswithasummaryandappendiceswithdetailsonthetechnicalaspectsofthematerial.Throughoutthebook,exercisesetswithselectedanswersallowreaderstotesttheircomprehensionofthematerial,andReferencesandRecommendedReadingsectionsoutlinefurtherresourcesforstudyofthepresentedtopics.APrimeronExperimentswithMixturesisanexcellentbookforone-semestercoursesonmixturedesignsandcanalsoserveasasupplementfordesignofexperimentscoursesattheupper-undergraduateandgraduatelevels.Itisalsoasuitablereferenceforpractitionersandresearcherswhohaveaninterestinexperimentswithmixturesandwouldliketolearnmoreabouttherelatedmixturedesignsandmodels.

作者简介

JOHNA.CORNELL,PhD,isProfessorEmeritusofStatisticsattheUniversityofFlorida.Arecognizedauthorityonthetopicofexperimentaldesign,hehasmorethanfortyyearsofexperienceinbothacademiaandindustrialconsultingandwasawardedtheShewhartMedalbytheAmericanSocietyofQuality(ASQ)in2001.AFellowofboththeASQandAmericanStatisticalAssociation,Dr.CornellistheauthorofExperimentswithMixtures:Designs,Models,andtheAnalysisofMixtureData,ThirdEdition,alsopublishedbyWiley.

丛书

WileySeriesinProabilityandStatistics

— END —