河北省麻疹疫情时间序列分析

河北省麻疹疫情时间序列分析

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时间:2019-02-19

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1、万方数据英文摘要Time—SeriesAnalysisforMeaslesinHebeiProvinceABSTRACTObjective:Bytheintensiveandroughcontrolmeasures,theeliminatemeaslesgoalthatthemeaslesincidencecanbedroptolessthan1/1000,000in2012hasbeenreachedinHebeiprovince.Buttheachievementwasnotkeeped,theincidence

2、hasincreased10timesinthenextyear,andtheincreasewasmorefiercein2014.OnthebasisoftheexistedworkingexperenceinHebeiProvince,thispaperisgoingtoestablishthequantitativeforecastmodelandwarningmechanismwithquantitativeindicatorsformeaslesepidemic,withcoordinatingandgu

3、idingthecurrentworkmethods,toprovideevidencefordevelopingmorefineandeffectivestrategiesandmeasurestotrulyachievethegoalofeliminatingmeasles.Method:TobuildtheARIMAmodelfortheyearlymeaslesincidencefrom1979to2013,thequarterly,monthlyandweeklymeaslescasesfrom2001.1

4、to2014.9byEViews8.0.Thebuildingmodelprocessmainlyincludesthemodelidentification;modelparameterestimationandmodelinspection;forecasting.Toestablishthefourlayerstimeseriesmodelthatisincludingyearly,quarterly,monthlyandweeklymeaslesepidemicforHebeiProvince,inorder

5、toadapttodifferentjobpurposeandmeetthedifferentneedsofthework.Tousethe95%CLforecastingvaluesasmeaslesepidemicearlywarningline,andtoassessthehistoricaldata,alertthecurrentandimpendingepidemicbythewarningline.Results:lThemeaslesepidemicfeathureinHebeiprovinceThem

6、easlesincidencewasonthewavyfallingtrendsince1950inHebeiprovince,buttheincidencewasconsiderablyhighandfluctuatedbefore1979,thenitshowedarelativelylOWlevelandstableafter1979.Therewasapeakandvalleyintheannualmeaslesincidence,thissinglepeakmainlyappearedintheperiod

7、fromMarchtoJune,thehighestpointwasinAprilorMay,and4万方数据英文摘要mainlyinMay.Evenfrom201to2013,theselowerincidencelevelyears,themeaslesepidemichasstillappearedobviousperiodicfeathure.2EstablishingtheyearlyARIMAmodelandusingittoforecastandwamSetupthetimeseriesytbythea

8、nnualmeaslesincidence,afterhavebeentestedasastationaryseries,theidentificatedmodelwasARIMA(1,0,O).Throughparameter,modelandresidualtest,thefinallyselectedmodelwasARIMA(1,0,O

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