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ID:11815606
大小:1.25 MB
页数:30页
时间:2018-07-14
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1、AbstractThethesismainlydescribesthatwinetastersgiveacoreofclassificationindicatorsofthewinetomakeanassessmentoftheproblemafterawinetasting.·Inresponsetoquestion1,weusethepairedttestmethodsfirstlyandfindoutthetvaluetogetthesignificantdifferencesoftheresultsoftheevaluationbetweenthewinetast
2、inggroup;andaftercomputingandcomparingthevarianceofthesoresofeachsampleofthetwowinetastinggroupsrespectively,consequently,weconfirmthatthescoreresultsofthesecondgroupismorecredible.Inresponsetoquestion2,weapplythesoftwaretoconducttheprincipalcomponentanalysistosimplifythephysicalandchemic
3、alindicatorsofwinegrapes;andthenwedivide27differentvarietiesofwinegrapesinto3categoriesbyusingclusteringanalysis,;wedeterminethelevelaccordingtotheaveragescoreofwinegrapesofeachtypeofwinegrapevarietiesgrapes.Inresponsetoquestion3,atfirst,weconsultthesamephysicalandchemicalindicatorsofwine
4、grapesandwine,andthenobtainsfunctionalrelationshipbetweenthevariousvarietiesofgrapesandwineinthesamethephysicalchemicalindicators,byutilizingdatafitting.Inresponsetoquestion4,weestablishmultiplelinearregressionmodelbytakingwinegrapeandwineofthephysicalandchemicalindicatorsasindependentvar
5、iablesanddefingthescoreofwineasdependentvariable.Next,usingthesoftwaretosoveit,andthroughtheanalysisandappraisalwecanobtainthatapplyingthephysicalandchemicalindicatorsofwinegrapesandwinecanevaluatethewinequality.Keywords:ttest;software;clusteringanalysis;datafitting;multivariatelinearregr
6、essionmodel1.ProblemrestatementGenerally,determiningawinequalitydependsontheevaluationbyabatchofqualifiedwinetasterswhowerehired.Eachwinetastergivethefinalscoreoftheclassificationofindicatorsaftertastingit.Afterthat,Summingthetotalscoreandascertainthewinequality.Thereisadirectrelationship
7、betweenwineandthewinegrapes.Thephysicalandchemicalindicatorsofwinegrapesandwinewillreflectthequalityofthewineandgrapetoacertainextent.Attachment1givestheresultsoftheevaluationofthewineatagivenyear.Attachment2andAttachment3appearscompositionaldataofthewinegrapesandwi
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