Ontology highlight
ABSTRACT:
SUBMITTER: Ma H
PROVIDER: S-EPMC7055659 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
Ma Huijuan H Peng Limin L Fu Haoda H
Journal of applied statistics 20190527 16
Quantile regression has demonstrated promising utility in longitudinal data analysis. Existing work is primarily focused on modeling cross-sectional outcomes, while outcome trajectories often carry more substantive information in practice. In this work, we develop a trajectory quantile regression framework that is designed to robustly and flexibly investigate how latent individual trajectory features are related to observed subject characteristics. The proposed models are built under multilevel ...[more]