2002 journal article

A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data

BIOMETRICS, 58(4), 742–753.

By: X. Song n, M. Davidian n & A. Tsiatis n

author keywords: informative censoring; mixed model; proportional hazards; SNP density; survival
MeSH headings : Anti-HIV Agents / therapeutic use; Biometry / methods; Computer Simulation; Disease Progression; HIV Infections / drug therapy; Humans; Likelihood Functions; Longitudinal Studies; Monte Carlo Method; Proportional Hazards Models; Randomized Controlled Trials as Topic / methods
TL;DR: This work proposes a likelihood-based approach that requires only the assumption that the random effects have a smooth density, and implementation via the EM algorithm is described, and performance and the benefits for uncovering noteworthy features are illustrated. (via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

2002 journal article

An estimator for the proportional hazards model with multiple longitudinal covariates measured with error

Biostatistics (Oxford, England), 3(4), 511–528.

By: X. Song, M. Davidian & A. Tsiatis

Source: NC State University Libraries
Added: August 6, 2018

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