Recently Koyama and Chen (2008) discussed how to conduct proper inference for such studies because they found that inference procedures used with Simon’s designs almost always ignore the actual sampling plan used. In particular, they
proposed an inference method for studies when the actual second stage sample sizes differ from planned one