0423S14002-《Quantitative and Qualitive Analysis》-2023版人才培养方案课程教学大纲.docx

附件51QuantitativeandQua1.itativeAna1.ysis课程教学大纲(理论课程)一、课程基本信息课程号(M23S14(M)2开课单位管理学院课程名称QuantitativeandQua1.itativeAna1.ysisWSttJS必修考核类型考试课程学分3课程学时51课程类别专业核心课先修课程微积分、线性代数、概率论与数理统计适用专业（类）人力责管理（中外合作）二、课程描述及目标(一)课程简介QuantitativeAna1.ysisisamethodo1.ogysciencetostudytheovera1.1.quantitativecharacteristicsofobjectivephenomena.QuantitativeAna1.ysisisthecoreCOUniCofeconomicsandmanagementmajorsstipu1.ated,aswe1.1.asthebasicandmaincoursesofeconomicsandmanagementre1.atedmajors.Thiscourseisbasedonthebasicconcepts,theoriesandmethodsofmodemstatistics,andprovidesthencccssarj,professiona1.basisforprovidingstatistica1.information,app1.yingstatistica1.methodsandmakingstatistica1.dccisions.ThiscourserequiresIcachcrstoteachstudentstheabi1.itytoacquireknow1.edgeandso1.veprob1.emsindependent1.ybymasteringthebasictheory,basicknow1.edgeandbasicski1.1.sthroughtheoretica1.teaching,c1.assroomdiscussionandpractice.Professiona1.coursesandfuturepractica1.workto1.ayaso1.idtheoretica1.foundation.二、教学目的QuantitativeAna1.ysisisoneoftherequiredandcorecoursesforfinanceandeconomicsmajorsinco1.1.egesanduniversities.Inordertoenab1.estudentstomasterthemctho<1.sofdataco1.1.ection,processing,ana1.ysisandpredictionundertheconditionsofmarketeconomy,thiscoursewi1.1.exp1.ainthespecificapp1.icationofstatistica1.ana1.ysismethodsinpractica1.workbasedonthedetai1.edexp1.anationofstatistica1.(heorj,andstrivetoref1.ectthecombinationofquantitativeandobjectivepointsofstatistics.Op1.etionofthismodu1.ethe1.earnerwi1.1.beab1.eto:ObjectiveI:Systematica1.1.ymasterthebasicideas,theories,know1.edgeandmethodsofstatistics.Objective2:Understandandmemorizebasicconceptsandcategoriesofs(aistics.Objective3:Masterandbeab1.etousebasicstatistica1.methodsandtechniquesforstatistica1.design,statistica1.investigation,statistica1.an,angenwntandcertainstatistica1.ana1.ysis,sothatstudentscanmasterandapp1.ythetoo1.IbrIheirownprofessiona1.services,soastoimprovestudents*scientificresearchandpractica1.workabi1.ity.三、课程目标对毕业要求的支撑关系毕业要求指标点课程目标1-2：专业性知识ObjectiveIObjct1.ive2Objective30.502-2：专业能力Objtxtive2Objective30.253-2：专业素质Objixtive1Objective2Objective30.25四、教学方式与方法/Xccordingtothestatistica1.design,dataco1.1.ection,statistica1.descriptionandinIerence,tebasicprocessofana1.ytica1.app1.ications,f1.exib1.euseofmu1.timediateaching,CaSCteachingmethod,interactive1.eaching,sceneteachingmc1.hc1.andvariousteachingmethods,appropriateauxi1.iarj,groupdiscussion,theinductionstepbystep,inspireandencouragestudentsIothinkactive1.y,active1.yparticipateindiscussionsandopinionsandinspection.1.eachingand1.earningcrdinatcinteraction,1.earningandpracticec1.ose1.ypromote,auifina1.1.yachievetegoa1.omakingstudentseffective1.ymastertheknow1.edge.五、教学重点与难点（一）敦学点,Graphica1.PresentationofData,Numerica1.SummaryofData Thero1.eOfprobabi1.ityinstatistics,Approachestoassigningprobabi1.ities Ru1.esofadditionandmu1.tip1.icationforcomputingprobabi1.ity Conditiona1.probabi1.ityRandomvariab1.es Mean,varianceandstandarddeviationofaprobabi1.itydistribution,theconceptofexpectedva1.ue Binomia1.probabi1.itydistribution Norma1.probabi1.itydistribution Standardizationsandprobabi1.itiesunderanorma1.curveSamp1.ingmethods Samp1.ingdistributionofthesamp1.emean Centra1.1.imitTheorem Pointestimatesandconfidenceinterva1.sforamean（二）教学难点 Numerica1.SummaryofData Approachestoassigningprobabi1.ities Ru1.esofadditionandmu1.tip1.icationforcomputingprobabi1.ity Conditiona1.probabi1.ityRandomvariab1.es Norma1.probabi1.itydistribution Standardizationsandprobabi1.itiesunderanorma1.curveSamp1.ingneh<xis Samp1.ingdistributionofthesamp1.emean Pointestimatesandconfidenceinterva1.sforamean六、教学内容、基本要求与学时分配序号教学内容基本要求学时教学方式对应课程目新11.Introduction Dc11ntionandro1.eofstatistics Descriptivevs.Inferentia1.Sia1.is1.ics Typesofdataandsca1.esfmeasurement61.ectureObjectiveIObjective222.Graphica1.PresentationofDa1.a Frequencytab1.esandfrequencydistributions Graphica1.PNSCnId1.ionofqua1.itativedata Graphica1.presentationofquamica1.ivcdata Re1.ationshipbetweentwovariab1.es:contingencytab1.esandscatterdiagrams91.ectureandPracticeObjective2Objective333.Numerica1.SummanroiData Measuresofcentra1.tendency-mean,median,mode,geometricmeanMeasuresofdispersion11nge.meandeviation,popu1.ationandsamp1.evarianceandstandarddeviation Interpretationandusesofthestandarddeviation Skewness91.ecture,discussionandPracticeObjective2Objective344.Probabi1.ity TheConCePtand1.anguageofprobabi1.ity T1.iero1.eofPrObabiIiIyinstatistics Approachestoassigningprobabi1.ities Ru1.esofadditionandmu1.tip1.icationforcomputingprobabi1.ity Conditiona1.probabi1.ity Princip1.esofcounting(pemw1.itionand91.ecture,discussionandPracticeObjective2Objective3序号教学内容基本要求学时教学方式对应课程目新c