A Bayesian extension of the minimum AIC procedure of autoregressive model fitting. Akaike, H. Biometrika, 66(2):237–242, August, 1979. Number: 2
Paper doi abstract bibtex The proposal of simultaneous use of modified AIC statistics by Bhansali & Downham for the fitting of autoregressive models is reviewed and a Bayesian extension of the minimum AIC procedure is proposed. The practical utility of the procedure is demonstrated by numerical examples.
@article{akaike_bayesian_1979,
title = {A {Bayesian} extension of the minimum {AIC} procedure of autoregressive model fitting},
volume = {66},
issn = {0006-3444, 1464-3510},
url = {http://biomet.oxfordjournals.org/content/66/2/237},
doi = {10.1093/biomet/66.2.237},
abstract = {The proposal of simultaneous use of modified AIC statistics by Bhansali \& Downham for the fitting of autoregressive models is reviewed and a Bayesian extension of the minimum AIC procedure is proposed. The practical utility of the procedure is demonstrated by numerical examples.},
language = {en},
number = {2},
journal = {Biometrika},
author = {Akaike, H.},
month = aug,
year = {1979},
note = {Number: 2},
keywords = {AIC, Autoregressive model, Bayesian procedure, FPE, Prediction},
pages = {237--242},
}
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