Multistage Sampling for Disease Family Registries

Autor: Siegmund, Kimberly D., Whittemore, Alice S., Thomas, Duncan C.
Zdroj: Journal of the National Cancer Institute. Monographs; December 1999, Vol. 1999 Issue: 26 p43-43, 1p
Abstrakt: BACKGROUND: The objectives of a family-based disease registry range from characterizing measured genetic factors and gene-environment interaction effects to detecting novel susceptibility genes. Gathering complete information on exposure and disease status in all family members for a sample of affected subjects (probands) to address these diverse objectives would be prohibitively expensive. METHODS: Multistage sampling can be used to design an efficient family-based disease registry. At each stage, the probands are classified on the basis of previously collected data, and a subsample is selected for more detailed observation. The design can be optimized to minimize the variance of any of the model parameter estimates, subject to a constraint on the total sample size. RESULTS: We describe the basic statistical theory and its application to a four-stage sampling scheme proposed for the Cooperative Family Registry for Epidemiologic Studies of Colorectal Cancer at the University of Southern California.
Databáze: Supplemental Index