Robust, Adaptive Functional Regression in Functional Mixed Model Framework
Robust, Adaptive Functional Regression in Functional Mixed Model Framework
Functional data are increasingly encountered in scientific studies, and their high dimensionality and complexity lead to many analytical challenges. Various methods for functional data analysis have been developed, including functional response regression methods that involve regression of a functional response on univariate/multivariate predictors with nonparametrically represented functional coefficients. In existing …