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Empirical likelihood M‐estimation for the varying‐coefficient model with functional response

Empirical likelihood M‐estimation for the varying‐coefficient model with functional response

Abstract This work is motivated by a gap in the functional data analysis literature, particularly in the context of neuroimaging, regarding the ability of functional models to robustly accommodate intra‐observation dependence. In response, we propose an M‐estimator based on generalized empirical likelihood for the varying‐coefficient model with a functional response. …