Adjusting for Non-Response in Population-Based Case-Control Studies

作者：Jiang Yannan^*; Scott Alastair J; Wild Christopher J

来源：International Statistical Review, 2011, 79(2): 145-159.

DOI：10.1111/j.1751-5823.2011.00132.x

• Conditional maximum likelihood
• non-response
• response-selective sampling
• semi-parametric methods
• stratified case-control studies
• weighted estimation

In this paper we discuss the analysis of data from population-based case-control studies when there is appreciable non-response. We develop a class of estimating equations that are relatively easy to implement. For some important special cases, we also provide efficient semi-parametric maximum-likelihood methods. We compare the methods in a simulation study based on data from the Women's Cardiovascular Health Study discussed in Arbogast et al. (Estimating incidence rates from population-based case-control studies in the presence of non-respondents, Biometrical Journal 44, 227-239, 2002).

• 出版日期2011-8