2005 journal article

Comparison between two partial likelihood approaches for the competing risks model with missing cause of failure

LIFETIME DATA ANALYSIS, 11(1), 29–40.

By: K. Lu* & A. Tsiatis*

author keywords: cause-specific hazard; martingale; missing at random; semiparametric efficiency
MeSH headings : Cause of Death; Humans; Life Tables; Likelihood Functions; Models, Statistical; Proportional Hazards Models; Risk; Risk Assessment; Sensitivity and Specificity; Survival Analysis; United States
TL;DR: It is shown that the estimator for the regression coefficients based on the Dewanji partial likelihood is not only consistent and asymptotically normal, but also semiparametric efficient. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2001 journal article

Multiple imputation methods for estimating regression coefficients in the competing risks model with missing cause of failure

BIOMETRICS, 57(4), 1191–1197.

By: K. Lu n & A. Tsiatis n

author keywords: cause-specific hazard; missing at random; partial likelihood
MeSH headings : Breast Neoplasms / metabolism; Breast Neoplasms / mortality; Breast Neoplasms / therapy; Cause of Death; Clinical Trials as Topic / statistics & numerical data; Female; Humans; Likelihood Functions; Models, Statistical; Neoplasms, Hormone-Dependent / metabolism; Neoplasms, Hormone-Dependent / mortality; Neoplasms, Hormone-Dependent / therapy; Proportional Hazards Models; Receptors, Estrogen / metabolism; Regression Analysis; Risk; Treatment Failure
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

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