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The empirical process of autoregressive residuals.

Abstract:

The empirical process of the residuals from general autoregressions is investigated. If an intercept is included in the regression, the empirical process is asymptotically Gaussian and free of nuisance parameters. This contrasts the known result that in the unit root case without intercept the empirical process is asymptotically non-Gaussian. The result is used to establish asymptotic theory for the Kolmogorov-Smirnov test, Probability-Probability plots, and Quantile-Quantile plots. The link ...

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Publisher copy:
10.1111/j.1368-423X.2009.00282.x
Publisher:
Blackwell Publishing
Journal:
Econometrics Journal More from this journal
Volume:
12
Issue:
2
Pages:
367 - 381
Publication date:
2009-01-01
DOI:
ISSN:
1368-4221
Language:
English
UUID:
uuid:43175f2b-ecc2-4054-b8aa-fd6a054afa59
Local pid:
oai:economics.ouls.ox.ac.uk:14224
Deposit date:
2011-08-16

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