In general, when observed MMSE scores show an increasing trend at any time point the model will perform poorly, but, according to the assessment of the quantile residuals, the lack of fit of the model in these situations is within reasonable bounds.
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Change point models for cognitive tests using semi-parametric maximum likelihood.
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