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A curvilinear bivariate random changepoint model to assess temporal order of markers

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In biomedical research, various longitudinal markers measuring different quantities are often collected over time. For example, repeated measures of psychometric scores are very informative about the degradation process toward dementia. These trajectories are ... ...