Ontology highlight
ABSTRACT:
SUBMITTER: Kim JS
PROVIDER: S-EPMC6269154 | biostudies-literature | 2018
REPOSITORIES: biostudies-literature
Kim Janet S JS Maity Arnab A Staicu Ana-Maria AM
Statistics and its interface 20180919 4
We propose a flexible regression model to study the association between a functional response and multiple functional covariates that are observed on the same domain. Specifically, we relate the mean of the current response to current values of the covariates by a sum of smooth unknown bivariate functions, where each of the functions depends on the current value of the covariate and the time point itself. In this framework, we develop estimation methodology that accommodates realistic scenarios ...[more]