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Estimating the Order of an Autoregressive Model Using Normalized Maximum Likelihood

✍ Scribed by Schmidt, D.F.; Makalic, E.


Book ID
119823726
Publisher
IEEE
Year
2011
Tongue
English
Weight
363 KB
Volume
59
Category
Article
ISSN
1053-587X

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We consider a multiple autoregressive model with non-normal error distributions, the latter being more prevalent in practice than the usually assumed normal distribution. Since the maximum likelihood equations have convergence problems (Puthenpura and Sinha, 1986) [11], we work out modified maximum