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Springer.Math.Springer.Verlag.Modern.Applied.Statistics.With.S(1)

Springer.Math.Springer.Verlag.Modern.Applied.Statistics.With.S(1)

ID：34896833

大小：2.97 MB

页数：504页

时间：2019-03-13

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1、ModernAppliedStatisticswithSFourtheditionbyW.N.VenablesandB.D.RipleySpringer(mid2002)Final15March2002PrefaceSisalanguageandenvironmentfordataanalysisoriginallydevelopedatBellLaboratories(ofAT&TandnowLucentTechnologies).Itbecamethestatisti-cianscalculatorforthe1990s,allowingeasyaccesstothecomputingp

2、owerandgraphicalcapabilitiesofmodernworkstationsandpersonalcomputers.Variousimplementationshavebeenavailable,currentlyS-PLUS,acommercialsystemfromtheInsightfulCorporation1inSeattle,andR,2anOpenSourcesystemwrit-tenbyateamofvolunteers.BothcanberunonWindowsandarangeofUNIX/Linuxoperatingsystems:Ralsoru

3、nsonMacintoshes.Thisisthefourtheditionofabookwhichfirstappearedin1994,andtheSenvironmenthasgrownrapidlysince.Thisbookconcentratesonusingthecurrentsystemstodostatistics;thereisacompanionvolume(VenablesandRipley,2000)whichdiscussesprogrammingintheSlanguageinmuchgreaterdepth.Someofthemorespecializedfun

4、ctionalityoftheSenvironmentiscoveredinon-linecomplements,additionalsectionsandchapterswhichareavailableontheWorldWideWeb.ThedatasetsandSfunctionsthatweusearesuppliedwithmostSenvironmentsandarealsoavailableon-line.Thisisnotatextinstatisticaltheory,butdoescovermodernstatisticalmethod-ology.Eachchapte

5、rsummarizesthemethodsdiscussed,inordertosetoutthenotationandtheprecisemethodimplementedinS.(Itwillhelpifthereaderhasabasicknowledgeofthetopicofthechapter,butseveralchaptershavebeensuc-cessfullyusedforspecializedcoursesinstatisticalmethods.)OuraimisrathertoshowhowweanalysedatasetsusingS.Indoingsowea

6、imtoshowbothhowScanbeusedandhowtheavailabilityofapowerfulandgraphicalsystemhasalteredthewayweapproachdataanalysisandallowspenetratinganalysestobeperformedroutinely.Oncecalculationbecameeasy,thestatisticiansenergiescouldbedevotedtounderstandinghisorherdataset.ThecoreSlanguageisnotverylarge,butitisqu

7、itedifferentfrommostotherstatisticssystems.Wedescribethelanguageinsomedetailinthefirstthreechap-ters,buttheseareprobablybestskimmedatfirstreading.Oncethephilosophyofthelanguageisgrasped,itsconsistencyandlogic

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