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Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis

Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis

ABSTRACT This paper introduces a general framework for testing hypotheses about the structure of the mean function of complex functional processes. Important particular cases of the proposed framework are as follows: (1) testing the null hypothesis that the mean of a functional process is parametric against a general alternative modelled …