Statistics and Data Analysis for Financial Engineering

Statistics and Data Analysis for Financial Engineering

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時(shí)間:2019-02-16

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1、SpringerTextsinStatisticsSeriesEditorsG.CasellaS.FienbergI.OlkinForothertitlespublishedinthisseries,gotowww.springer.com/series/417DavidRuppertStatisticsandDataAnalysisforFinancialEngineeringDavidRuppertSchoolofOperationsResearchandInformationEngineeringCornellUniversityComstockHall117014853-

2、3801IthacaNewYorkUSAdr24@cornell.eduSeriesEditors:GeorgeCasellaStephenFienbergIngramOlkinDepartmentofStatisticsDepartmentofStatisticsDepartmentofStatisticsUniversityofFloridaCarnegieMellonUniversityStanfordUniversityGainesville,FL32611-8545Pittsburgh,PA15213-3890Stanford,CA94305USAUSAUSAISSN1

3、431-875XISBN978-1-4419-7786-1e-ISBN978-1-4419-7787-8DOI10.1007/978-1-4419-7787-8SpringerNewYorkDordrechtHeidelbergLondon?SpringerScience+BusinessMedia,LLC2011Allrightsreserved.Thisworkmaynotbetranslatedorcopiedinwholeorinpartwithoutthewrittenpermissionofthepublisher(SpringerScience+BusinessMe

4、dia,LLC,233SpringStreet,NewYork,NY10013,USA),exceptforbriefexcerptsinconnectionwithreviewsorscholarlyanalysis.Useinconnectionwithanyformofinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknownorhereafterdevelopedisforbidden.Theuseinthis

5、publicationoftradenames,trademarks,servicemarks,andsimilarterms,eveniftheyarenotidentifiedassuch,isnottobetakenasanexpressionofopinionastowhetherornottheyaresubjecttoproprietaryrights.Printedonacid-freepaperSpringerispartofSpringerScience+BusinessMedia(www.springer.com)Tothememoryofmygrandpar

6、entsPrefaceIdevelopedthistextbookwhileteachingthecourseStatisticsforFinancialEngineeringtomaster'sstudentsintheˉnancialengineeringprogramatCor-nellUniversity.Thesestudentshavealreadytakencoursesinportfolioman-agement,ˉxedincomesecurities,options,andstochasticcalculus,soIcon-centrateonteaching

7、statistics,dataanalysis,andtheuseofR,andIcovermostsectionsofChapters4{9and17{20.Thesechaptersalonearemorethanenoughtoˉllaonesemestercourse.Idonotcoverregression(Chapters12{14and21)orthemoreadvancedtimeseriestopicsinChapter10,sincethesetopicsa

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