Robust Global Testing for Mean Functions in Sparse and Dense Functional and Longitudinal Data

Behdad Mostafaiy, Mustafa Abduljabbar Dawood

We develop a robust quadratic score test for a specified mean function in functional and longitudinal data. The construction combines a convex loss with subject-level scores while…