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...A comparison of traditional forecasting methods for short term and long prediction faults in the broadband networks eljko deljac marijan kunsti boris spahija t hrvatski telekom service management center savska zagreb croatia e mail zeljko ht hr department telecommunications faculty electrical engineering computing kunstic fer abstract this paper we analyze different even though operators do their best to expected number maintain protect network due its large scale it telecommunication is exposed multiple internal external influences dataset consists over million measured values collected not only does make occurrence recent years lot factors both inevitable rate they occur higher than any outside contribute formation other industry are aiming identify therefore occurring can be considered as nonlinear time series autoregressive quantity field science that has contributed models conditional heteroscedastic presented most improving appearance econometrics which among tools applies assess...