Informatively empty clusters with application to multigenerational studies.

ABSTRACT: Exposures with multigenerational effects have profound implications for public health, affecting increasingly more people as the exposed population reproduces. Multigenerational studies, however, are susceptible to informative cluster size, occurring when the number of children to a mother (the cluster size) is related to their outcomes, given covariates. A natural question then arises: what if some women bear no children at all? The impact of these potentially informative empty clusters is currently unknown. This article first evaluates the performance of standard methods for informative cluster size when cluster size is permitted to be zero. We find that if the informative cluster size mechanism induces empty clusters, standard methods lead to biased estimates of target parameters. Joint

SUBMITTER: McGee G 

PROVIDER: S-EPMC7777575 | biostudies-literature | 2020 Oct

REPOSITORIES: biostudies-literature