A Noise‐Tolerant Inference Procedure for Quasi‐Monte Carlo Likelihood Estimation of a Joint Model for Multiple Longitudinal Markers and Competing Risks
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DOI: 10.1002/sim.70298
Abstract: Despite increasingly widespread use, complex joint models for longitudinal and survival data can be difficult to estimate. Notably, this could be due to the computation of the intractable integral over random effects involved in the… read more here.
Keywords: noise tolerant; newton algorithm; quasi newton; likelihood ... See more keywords
Evaluating longitudinal markers under two-phase study designs.
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DOI: 10.1093/biostatistics/kxy013
Abstract: Little attention has been given to the design of efficient studies to evaluate longitudinal biomarkers. Measuring longitudinal markers on an entire cohort is cost prohibitive and, especially for rare outcomes such as cancer, may be… read more here.
Keywords: longitudinal markers; cch ncc; two phase; study ... See more keywords