Pseudo-likelihood estimation for a marginal multivariate survival model

Autor:	Fabián, Tibaldi, Geert, Molenberghs, Tomasz, Burzykowski, Helena, Geys
Rok vydání:	2004
Předmět:	Acquired Immunodeficiency Syndrome Didanosine Likelihood Functions Genetics Population Models Statistical Adoption Multivariate Analysis Humans Drug Therapy Combination Antiviral Agents Survival Analysis Zidovudine
Zdroj:	Statistics in medicine. 23(6)
ISSN:	0277-6715
Popis:	In this paper, we propose a multivariate Plackett-Dale model for survival outcomes. A pseudo-likelihood method for the estimation of the parameters is proposed and these ideas are applied to two case studies. The modelling approach is similar in spirit but different from Parner's approach. The first study is in AIDS, where the overall survival time and different opportunistic infections in HIV-infected patients are studied. The second study is on adoption data where the association of the survival times within families is modelled, illustrating the use of the proposed methodology for the context of population genetics.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=pmid________::a09a5b5b55ae44e9a8f03b99a9d499ee https://pubmed.ncbi.nlm.nih.gov/15027082 Zobrazit plný text záznamu Plný text