IDENTIFICATION OF MODELS FOR SOME TIME SERIES OF ATMOSPHERIC ORIGIN WITH AKAIKE'S INFORMATION CRITERION.

Akaike's method for model identification has been used to identify "Markov" chain models for simple transformations of daily precipitation at three locations in southeast Norway and wind force and wave height at one location in the Norwegian Sea. Attempts at identification of the hori...

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Bibliographic Details
Main Author: Eidsvik, Karl J.
Format: Report
Language:English
Published: NILU 1979
Subjects:
Modeller
Vind
Nedbør
Norway
Norwegian Sea
Online Access:https://hdl.handle.net/11250/2761943
Description
Summary:Akaike's method for model identification has been used to identify "Markov" chain models for simple transformations of daily precipitation at three locations in southeast Norway and wind force and wave height at one location in the Norwegian Sea. Attempts at identification of the horizontal wind vector as an autoregressive process have also been made. The estimated order of a model appears to increase with the sample size. It may also have a significant uncertainty. The analytical complexity of identified models may appear to be unnecessarily large for some purposes.

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