Design-based analysis of embedded experiments with applications in the Dutch Labour Force Survey

In this paper, design-based analysis of embedded experiments is generalized to experimental designs in which clusters of sampling units are randomized over the different treatments. Furthermore, test statistics are derived to test hypotheses about ratios of two sample estimates. The methods are illustrated with a simulation study.