StatisticalpropertiesofwindsneartheTaichungHarbourareinvestigated.The26years′incompletedataofwindspeeds,measuredonanhourlybasis,areusedasreference.ThepossibilityofimputationusingsimulatedresultsoftheAuto-Regressive(AR),Moving-Average(MA),and/orAuto-RegressiveandMoving-Average(ARMA)modelsisstudied.Predictionsofthe25-yearextremewindspeedsbasedupontheaugmenteddataarecomparedwiththeoriginalseries.Basedupontheresults,predictionsofthe50-and100-yearextremewindspeedsarethenmade.