3128 Copula-Based Regression Models for Correlated Bivariate Binary Outcomes: Application to Ophthalmologic Data Structures

Autor: Haifa Alqahtani, John Kwagyan
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: Journal of Clinical and Translational Science, Vol 3, Pp 7-7 (2019)
Druh dokumentu: article
ISSN: 2059-8661
DOI: 10.1017/cts.2019.19
Popis: OBJECTIVES/SPECIFIC AIMS: To account for association between the pair of binary outcomes, we adopt the Clayton and Frank copulas to indirectly specify their joint distributions. METHODS/STUDY POPULATION: We propose a regression model for the joint modelling of correlated bivariate outcomes using copulas. RESULTS/ANTICIPATED RESULTS: develop full maximum likelihood inference.
Databáze: Directory of Open Access Journals