Robust dynamic risk prediction with longitudinal studies

Robust dynamic risk prediction with longitudinal studies

Providing accurate and dynamic age-specific risk prediction is a crucial step in precision medicine. In this manuscript, we introduce an approach for estimating the τ-year age-specific absolute risk directly via a flexible varying coefficient model. The approach facilitates the utilisation of predic...

Full description

Bibliographic Details
Main Authors: Qian M. Zhou, Wei Dai, Yingye Zheng, Tianxi Cai
Format: Article
Language:English
Published: Taylor & Francis Group 2017-07-01
Series:Statistical Theory and Related Fields
Subjects:
inverse probability weighting
longitudinal markers
nonparametric smoothing
predictive accuracy
risk prediction
survival analysis
Online Access:http://dx.doi.org/10.1080/24754269.2017.1400418

Internet

http://dx.doi.org/10.1080/24754269.2017.1400418

Similar Items