Wiley.An Introduction to Statistical Computing.A Simulation-based Approach.2013.pdf

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1、AnIntroductiontoStatisticalComputingWILEYSERIESINCOMPUTATIONALSTATISTICSConsultingEditors:PaoloGiudiciUniversityofPavia,ItalyGeofH.GivensColoradoStateUniversity,USABaniK.MallickTexasA&MUniversity,USAWileySeriesinComputationalStatisticsiscomprisedofpracticalgu

2、idesandcuttingedgeresearchbooksonnewdevelopmentsincomputationalstatistics.Itfeaturesqualityauthorswithastrongapplicationsfocus.Thetextsintheseriesprovidedetailedcoverageofstatisticalconcepts,methodsandcasestudiesinareasattheinterfaceofstatistics,computing,and

3、numerics.Withsoundmotivationandawealthofpracticalexamples,thebooksshowinconcretetermshowtoselectandtouseappropriaterangesofstatisticalcomput-ingtechniquesinparticularfieldsofstudy.Readersareassumedtohaveabasicunderstandingofintroductoryterminology.Theseriescon

4、centratesonapplicationsofcomputationalmethodsinstatisticstofieldsofbioinformatics,genomics,epidemiology,business,engineering,financeandappliedstatistics.TitlesintheSeriesBiegler,Biros,Ghattas,Heinkenschloss,Keyes,Mallick,Marzouk,Tenorio,Waanders,Willcox–Large-S

5、caleInverseProblemsandQuantificationofUncertaintyBillardandDiday–SymbolicDataAnalysis:ConceptualStatisticsandDataMiningBolstad–UnderstandingComputationalBayesianStatisticsBorgelt,SteinbrecherandKruse–GraphicalModels,2eDunne–AStatisticalApproachtoNeutralNetwork

6、sforPatternRecognitionLiang,LiuandCarroll–AdvancedMarkovChainMonteCarloMethodsNtzoufras–BayesianModelingUsingWinBUGSTuffery–DataMiningandStatisticsforDecisionMaking´AnIntroductiontoStatisticalComputingASimulation-basedApproachJochenVossSchoolofMathematics,Uni

7、versityofLeeds,UKThiseditionfirstpublished2014C2014JohnWiley&Sons,LtdRegisteredofficeJohnWiley&Sons,Ltd,TheAtrium,SouthernGate,Chichester,WestSussex,PO198SQ,UnitedKingdomFordetailsofourglobaleditorialoffices,forcustomerservicesandforinformationabouthowtoapplyfo

8、rpermissiontoreusethecopyrightmaterialinthisbookpleaseseeourwebsiteatwww.wiley.com.TherightoftheauthortobeidentifiedastheauthorofthisworkhasbeenassertedinaccordancewiththeCopyright,Designs