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Survival Data Analysis with Time-Dependent Covariates Using Generalized Additive Models
Work
Year: 2012
Type: article
Abstract: We discuss a flexible method for modeling survival data using penalized smoothing splines when the values of covariates change for the duration of the study. The Cox proportional hazards model has bee... more
Source: Computational and Mathematical Methods in Medicine
Authors Masaaki Tsujitani, Yusuke Tanaka, Masato Sakon
Institutions Osaka Electro-Communication University, Nishinomiya Municipal Central Hospital
Cites: 46
Cited by: 8
Related to: 10
FWCI: 0.682
Citation percentile (by year/subfield): 60.48
Topic: Statistical Methods and Inference
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: gold
APC paid (est): $2,100