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1、viPrefaceizedbutsinceitisnottreatedinmanyotherbooksitwasfeltthatadiscussionoftheconceptswouldbefounduseful.Anattempthasbeenmadetopresentthemostimptantconceptstoolsinamanageablyshtspace.Asaconsequencemanyresultsaregivenwi
2、thoutproofthereaderisoftenreferredtotheliteraturefmedetailedexplanations.Itisthusconsiderablymecompactthanseveralotherwksonsimilartopicse.g.thosebyBrt[Bra92]FrodesonetaJ.[Fr079].Mostchaptersemployconceptsintroducedinprev
3、iousones.Sincethebookisrelativelyshthoweveritishopedthatreaderswilllookatleastbrieflyattheearlierchaptersbefeskippingtothetopicneeded.ApossibleexceptionisChapter4onstatisticalteststhiscouldbyskippedwithoutaseriouslossofc
4、ontinuitybythosemainlyinterestedinparameterestimation.Thechoiceofrelativeweightsgiventothevarioustopicsreflectthetypeofanalysisusuallyencounteredinparticlephysics.Herethedatausuallyconsistofasetofobservedeventse.g.partic
5、lecollisionsdecaysasopposedtothedataofaradioastronomerwhodealswithasignalmeasuredasafunctionoftime.Thetopicoftimeseriesanalysisistherefeomittedasisanalysisofvariance.Theimptanttopicofnumericalminimizationisnottreatedsinc
6、ecomputerroutinesthatperfmthistaskarewidelyavailableinprogramlibraries.AtvariouspointsinthebookreferenceismadetotheCERNprogramlibrary(CERNLIB)[CER97]asthisisthecollectionofcomputersofwaremostaccessibletoparticlephysicist
7、s.TheshttablesofvaluesincludedinthebookhavebeencomputedusingCERNLIBroutines.OtherusefulsourcesofstatisticssoftwareincludetheprogramlibrariesprovidedwiththebooksbyPressetal.[Pre92]Brt[Bra92].Partofthematerialherewaspresen
8、tedasahalfsemestercourseattheUniversityofSiegenin1995.Giventhetopicsaddedsincethenmostofthebookcouldbecoveredin30onehourlectures.Althoughnoexercisesareincludedanevolvingsetofproblemsadditionalrelatedmaterialcanbefoundont
9、hebooksWldWideWebsite.ThelinktothissitecanbelocatedviathecatalogueoftheOxfdUniversityPresshomepageat::www.oup.co.ukThereaderinterestedinpracticingthetechniquesofthisbookisencouragedtoimplementtheexamplesonacomputer.Bymod
10、ifyingthevariousparameterstheinputdataonecangainexperiencewiththemethodspresented.ThisisparticularlyinstructiveinconjunctionwiththeMonteCarlomethod(Chapter3)whichallowsonetogeneratesimulateddatasetswithknownproperties.Th
11、esecanthenbeusedasinputtotestthevariousstatisticaltechniques.ThanksaredueabovealltoSonkeAdlungofOxfdUniversityPressfencouragingmetowritethisbookaswellasfhismanysuggestionsonitscontent.InadditionIamgratefultoProfesssSigmu
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