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Goodness of fit for lattice processes

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Author Info
Hidalgo, Javier
Abstract

The paper discusses tests for the correct specification of a model when data is observed in a d-dimensional lattice, extending previous work when the data is collected in the real line. As it happens with the latter type of data, the asymptotic distributions of the tests are functionals of a Gaussian sheet process, say , [nu][set membership, variant][0,[pi]]d. Since it is not easy to find a time transformation h([nu]) such that becomes the standard Brownian sheet, a consequence is that the critical values are difficult, if at all possible, to obtain. So, to overcome the problem of its implementation, we propose employing a bootstrap approach, showing its validity in our context.

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File URL: http://www.sciencedirect.com/science/article/B6VC0-4VW5580-3/2/e91921b0b997ba4ee40f75bdf92ab343
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Publisher Info
Article provided by Elsevier in its journal Journal of Econometrics.

Volume (Year): 151 (2009)
Issue (Month): 2 (August)
Pages: 113-128
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Handle: RePEc:eee:econom:v:151:y:2009:i:2:p:113-128

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Web page: http://www.elsevier.com/locate/jeconom

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Related research
Keywords: Goodness-of-fit tests Spatial linear processes Spectral domain Bootstrap tests;

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This page was last updated on 2009-12-9.


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