ASYMPTOTIC TESTS FOR GROWTH CURVE MODELS WITH AUTOREGRESSIVE ERRORS |
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Authors: | Irene L. Hudson |
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Affiliation: | Monash University, Clayton, Victoria, Australia |
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Abstract: | This paper presents the limit distribution (as the number of time points increase) for the score vector of a growth curve model assuming both stationary and explosive autoregressive (A.R.) errors. Limit distributions of the score statistic and the likelihood-ratio statistic for testing composite hypotheses about the regression parameters of several growth curves, when the autocorrelation parameters are treated as nuisance parameters, are presented. |
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Keywords: | Linear growth curve model Autoregressive errors: Score test statistic Likelihood-ratio statistic Time series regression problem |
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