Abstract
It is known that a certain chaotic deterministic process exhibits long memory behavior. Recently, Guegan shows how we can adjust such a chaotic time series to a stchastic long memory process. He estimated a value for long memory parameter of a chaotic time series with long memory. In this paper, we introduce a periodogram smoothed by the window in information. We attempt to reduce the estimated error of a spectral density.(Application)
