Empirical likelihood inference and goodness-of-fit test for logistic regression model under two-phase case-control sampling

• Published in: Statistical theory and related fields Vol. 6; no. 4; pp. 265 - 276
• Main Authors: Sheng, Zhen, Liu, Yukun, Qin, Jing
• Format: Journal Article
• Language: English
• Published: Taylor & Francis 25.11.2022; Taylor & Francis Group
• Subjects: Bootstrap; case-control data; empirical likelihood; goodness-of-fit test; two-phase case-control sampling

Due to cost-effectiveness and high efficiency, two-phase case-control sampling has been widely used in epidemiology studies. We develop a semi-parametric empirical likelihood approach to two-phase case-control data under the logistic regression model. We show that the maximum empirical likelihood es...