A Macro which can Make Survival Analysis Easier

A Macro which can Make Survival Analysis Easier

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时间:2019-08-04

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1、PaperAD15%SurvTab:ASASMacrotoMakeSurvivalAnalysisEasierYinmeiZhou,St.JudeChildren’sResearchHospital,Memphis,TNLijunZhang,Dana-FarberCancerInstitute,Boston,MAMichaelL.Hancock,St.JudeChildren’sResearchHospital,Memphis,TNABSTRACTInclinicalresearchstudies,oneofthemostimportantgoalsistoexaminetheprognos

2、ticfactorsforsurvival.Asapreliminaryscreeningmethodforpotentialprognosticfactore,Kaplan-Meiermethodisoftenusedtoestimatethesurvivalrate,andsurvivaldistributionsindifferentsubgroupsareoftencomparedusinglog-ranktest.Thesurvival(Kaplan-Meier)curvesandtheestimatesatdifferentdesiredtimepointsforeachpote

3、ntialprognosticfactorarecommonlyreportedinmedicalpublication.Wehavedevelopedauser-friendlymacroprogramtocreateatablewiththeestimatesatcertainspecifiedtimepointsandthep-valuesfromlog-ranktestforasmanyprognosticfactorsasastudywantstoexamine.Alongwiththetable,theKaplan-Meiercurvesaregeneratedwiththead

4、ventofODSgraphics.INTRODUCTIONInalmosteverysurvivalanalysisofmedicalstudies,atablewithestimatesatdesiredtimepointsandthep-valuesfromlog-ranktestforcomparisonsofsurvivaldistributionsbetweendifferentsub-groupsisreportedtoexplorethepotentialprognosticfactorsofsurvival.Thetablealsohelpstodeterminethepr

5、ognosticfactorswhichshouldbefurtherexaminedinmultivariablesurvivalanalysissuchasCoxproportionalhazardsmodel.Aprogramtoautomatethegenerationofsuchatableisimportanttoensureaccuracyandreduceprogrammingtime.1-7ManySASprogramshavebeenwrittentoproducetheKaplan-Meiercurves,butnoneofthemproducetheestimates

6、ofsurvivalatdifferenttimepointsaswell.TheSASMacrodescribedinthispaperusesPROCLIFETEST,basicSASprocedures,ODSGRAPHICSandODSRTFdestinationtogenerateatablewhichcontainstheestimatedsurvivalratesandstandarderrorsatdifferentdesiredtimepointsandthelog-ranktestsforthecomparisonofsurvivaldistributionsbetwee

7、ndifferentgroups,andtheKaplan-Meiersurvivalplots.Thismacroprogramalsoprovidesoptionsallowinguserstodotwodifferenttypesofsurvivalanalysessuchasoverallsurvival(OS)andevent-freesurvival(EFS)simultaneously.With

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