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Introduction to Probability and Statistics for Engineers and Scientists 4th.pdf

Introduction to Probability and…

上传者: longstreetwe 2013-12-28 评分 0 0 0 0 0 0 暂无简介 简介 举报

简介:本文档为《Introduction to Probability and Statistics for Engineers and Scientists 4thpdf》,可适用于高等教育领域,主题内容包含INTRODUCTIONTOPROBABILITYANDSTATISTICSFORENGINEERSANDSCIENTISTSFourthEditi符等。

INTRODUCTIONTOPROBABILITYANDSTATISTICSFORENGINEERSANDSCIENTISTSFourthEditionLIMITEDWARRANTYANDDISCLAIMEROFLIABILITYAcademicPress,(“AP”)andanyoneelsewhohasbeeninvolvedinthecreationorproductionoftheaccompanyingcode(“theproduct”)cannotanddonotwarranttheperformanceorresultsthatmaybeobtainedbyusingtheproductTheproductissold“asis”withoutwarrantyofmerchantabilityorfitnessforanyparticularpurposeAPwarrantsonlythatthemagneticdiskette(s)onwhichthecodeisrecordedisfreefromdefectsinmaterialandfaultyworkmanshipunderthenormaluseandserviceforaperiodofninety()daysfromthedatetheproductisdeliveredThepurchaser’ssoleandexclusiveremedyintheeventofadefectisexpresslylimitedtoeitherreplacementofthediskette(s)orrefundofthepurchaseprice,atAP’ssolediscretionInnoevent,whetherasaresultofbreachofcontract,warranty,ortort(includingnegligence),willAPoranyonewhohasbeeninvolvedinthecreationorproductionoftheproductbeliabletopurchaserforanydamages,includinganylostprofits,lostsavings,orotherincidentalorconsequentialdamagesarisingoutoftheuseorinabilitytousetheproductoranymodificationsthereof,orduetothecontentsofthecode,evenifAPhasbeenadvisedonthepossibilityofsuchdamages,orforanyclaimbyanyotherpartyAnyrequestforreplacementofadefectivediskettemustbepostageprepaidandmustbeaccompaniedbytheoriginaldefectivediskette,yourmailingaddressandtelephonenumber,andproofofdateofpurchaseandpurchasepriceSendsuchrequests,statingthenatureoftheproblem,toAcademicPressCustomerService,SeaHarborDrive,Orlando,FL,APshallhavenoobligationtorefundthepurchasepriceortoreplaceadiskettebasedonclaimsofdefectsinthenatureoroperationoftheproductSomestatesdonotallowlimitationonhowlonganimpliedwarrantylasts,norexclusionsorlimitationsofincidentalorconsequentialdamage,sotheabovelimitationsandexclusionsmaynotapplytoyouThiswarrantygivesyouspecificlegalrights,andyoumayalsohaveotherrights,whichvaryfromjurisdictiontojurisdictionThereexportofUnitedStatesoriginalsoftwareissubjecttotheUnitedStateslawsundertheExportAdministrationActofasamendedAnyfurthersaleoftheproductshallbeincompliancewiththeUnitedStatesDepartmentofCommerceAdministrationregulationsCompliancewithsuchregulationsisyourresponsibilityandnottheresponsibilityofAPINTRODUCTIONTOPROBABILITYANDSTATISTICSFORENGINEERSANDSCIENTISTSFourthEditionSheldonMRossDepartmentofIndustrialEngineeringandOperationsResearchUniversityofCalifornia,BerkeleyAMSTERDAM•BOSTON•HEIDELBERG•LONDONNEWYORK•OXFORD•PARIS•SANDIEGOSANFRANCISCO•SINGAPORE•SYDNEY•TOKYOAcademicPressisanimprintofElsevierElsevierAcademicPressCorporateDrive,Suite,Burlington,MA,USABStreet,Suite,SanDiego,California,USATheobald’sRoad,LondonWCXRR,UKThisbookisprintedonacidfreepaperCopyright,ElsevierIncAllrightsreservedNopartofthispublicationmaybereproducedortransmittedinanyformorbyanymeans,electronicormechanical,includingphotocopy,recording,oranyinformationstorageandretrievalsystem,withoutpermissioninwritingfromthepublisherPermissionsmaybesoughtdirectlyfromElsevier’sScienceTechnologyRightsDepartmentinOxford,UK:phone:(),fax:(),Email:permissionselseviercoukYoumayalsocompleteyourrequestonlineviatheElsevierhomepage(http:elseviercom),byselecting“CustomerSupport”andthen“ObtainingPermissions”LibraryofCongressCataloginginPublicationDataApplicationsubmittedBritishLibraryCataloguinginPublicationDataAcataloguerecordforthisbookisavailablefromtheBritishLibraryISBN:ForallinformationonallElsevierAcademicPresspublicationsvisitourWebsiteatwwwelsevierdirectcomTypesettedby:diacriTech,IndiaPrintedinCanadaForEliseThispageintentionallyleftblankContentsPrefacexiiiChapterIntroductiontoStatisticsIntroductionDataCollectionandDescriptiveStatisticsInferentialStatisticsandProbabilityModelsPopulationsandSamplesABriefHistoryofStatisticsProblemsChapterDescriptiveStatisticsIntroductionDescribingDataSetsFrequencyTablesandGraphsRelativeFrequencyTablesandGraphsGroupedData,Histograms,Ogives,andStemandLeafPlotsSummarizingDataSetsSampleMean,SampleMedian,andSampleModeSampleVarianceandSampleStandardDeviationSamplePercentilesandBoxPlotsChebyshev’sInequalityNormalDataSetsPairedDataSetsandtheSampleCorrelationCoefficientProblemsChapterElementsofProbabilityIntroductionSampleSpaceandEventsVennDiagramsandtheAlgebraofEventsAxiomsofProbabilityviiviiiContentsSampleSpacesHavingEquallyLikelyOutcomesConditionalProbabilityBayes’FormulaIndependentEventsProblemsChapterRandomVariablesandExpectationRandomVariablesTypesofRandomVariablesJointlyDistributedRandomVariablesIndependentRandomVariables*ConditionalDistributionsExpectationPropertiesoftheExpectedValueExpectedValueofSumsofRandomVariablesVarianceCovarianceandVarianceofSumsofRandomVariablesMomentGeneratingFunctionsChebyshev’sInequalityandtheWeakLawofLargeNumbersProblemsChapterSpecialRandomVariablesTheBernoulliandBinomialRandomVariablesComputingtheBinomialDistributionFunctionThePoissonRandomVariableComputingthePoissonDistributionFunctionTheHypergeometricRandomVariableTheUniformRandomVariableNormalRandomVariablesExponentialRandomVariables*ThePoissonProcess*TheGammaDistributionDistributionsArisingfromtheNormalTheChiSquareDistributionThetDistributionTheFDistribution*TheLogisticsDistributionProblemsChapterDistributionsofSamplingStatisticsIntroductionTheSampleMeanContentsixTheCentralLimitTheoremApproximateDistributionoftheSampleMeanHowLargeaSampleIsNeededTheSampleVarianceSamplingDistributionsfromaNormalPopulationDistributionoftheSampleMeanJointDistributionofXandSSamplingfromaFinitePopulationProblemsChapterParameterEstimationIntroductionMaximumLikelihoodEstimators*EstimatingLifeDistributionsIntervalEstimatesConfidenceIntervalforaNormalMeanWhentheVarianceIsUnknownConfidenceIntervalsfortheVarianceofaNormalDistributionEstimatingtheDifferenceinMeansofTwoNormalPopulationsApproximateConfidenceIntervalfortheMeanofaBernoulliRandomVariable*ConfidenceIntervaloftheMeanoftheExponentialDistribution*EvaluatingaPointEstimator*TheBayesEstimatorProblemsChapterHypothesisTestingIntroductionSignificanceLevelsTestsConcerningtheMeanofaNormalPopulationCaseofKnownVarianceCaseofUnknownVariance:ThetTestTestingtheEqualityofMeansofTwoNormalPopulationsCaseofKnownVariancesCaseofUnknownVariancesCaseofUnknownandUnequalVariancesThePairedtTestHypothesisTestsConcerningtheVarianceofaNormalPopulationTestingfortheEqualityofVariancesofTwoNormalPopulationsHypothesisTestsinBernoulliPopulationsTestingtheEqualityofParametersinTwoBernoulliPopulationsxContentsTestsConcerningtheMeanofaPoissonDistributionTestingtheRelationshipBetweenTwoPoissonParametersProblemsChapterRegressionIntroductionLeastSquaresEstimatorsoftheRegressionParametersDistributionoftheEstimatorsStatisticalInferencesAbouttheRegressionParametersInferencesConcerningβInferencesConcerningαInferencesConcerningtheMeanResponseαβxPredictionIntervalofaFutureResponseSummaryofDistributionalResultsTheCoefficientofDeterminationandtheSampleCorrelationCoefficientAnalysisofResiduals:AssessingtheModelTransformingtoLinearityWeightedLeastSquaresPolynomialRegression*MultipleLinearRegressionPredictingFutureResponsesLogisticRegressionModelsforBinaryOutputDataProblemsChapterAnalysisofVarianceIntroductionAnOverviewOneWayAnalysisofVarianceMultipleComparisonsofSampleMeansOneWayAnalysisofVariancewithUnequalSampleSizesTwoFactorAnalysisofVariance:IntroductionandParameterEstimationTwoFactorAnalysisofVariance:TestingHypothesesTwoWayAnalysisofVariancewithInteractionProblemsChapterGoodnessofFitTestsandCategoricalDataAnalysisIntroductionGoodnessofFitTestsWhenAllParametersAreSpecifiedDeterminingtheCriticalRegionbySimulationGoodnessofFitTestsWhenSomeParametersAreUnspecifiedContentsxiTestsofIndependenceinContingencyTablesTestsofIndependenceinContingencyTablesHavingFixedMarginalTotals*TheKolmogorov–SmirnovGoodnessofFitTestforContinuousDataProblemsChapterNonparamet

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