Multitiered experiments

In most experiments, a single set of treatments is allocated to a single set of experimental units. See the book Design of Comparative Experiments, or its draft version. What happens when three or more sets are involved?

TopicsSome of my publications
A wide range of examples, identifying several different cases
  • C. J. Brien and R. A. Bailey: Multiple randomizations (with discussion). Journal of the Royal Statistical Society, Series B 68 (2006), 571–609. doi: 10.1111/j.1467-9868.2006.00557.x [Maths Reviews 2301010]
  • How should the data vector space be decomposed?
  • C. J. Brien and R. A. Bailey: Decomposition tables for experiments. I. A chain of randomizations. Annals of Statistics 37 (2009), 4184–4213. doi: 10.1214/09-AOS717 [Maths Reviews 2572457 (2010k: 62294)]
  • C. J. Brien and R. A. Bailey: Decomposition tables for experiments. II. Two-one randomizations. Annals of Statistics 38 (2010), 3164–3190. doi: 10.1214/09-AOS785 [Maths Reviews 2722467 (2011j:62187)]
  • What model does randomization theory give?
  • R. A. Bailey and C. J. Brien: Randomization-based models for multitiered experiments: I. A chain of randomizations. Annals of Statistics, 44 (2016), 1131–1164. doi: 10.1214/15-AOS1400 [Maths Reviews 3485956]
  • How should a multiphase experiment be designed?
  • C. J. Brien, B. D. Harch, R. L. Correll and R. A. Bailey: Multiphase experiments with at least one later laboratory phase. I. Orthogonal designs. Journal of Agricultural, Biological and Environmental Statistics 16 (2011), 422–450. doi: 10.1007/s13253-011-0060-z [Maths Reviews 2843135]
  • R. A. Bailey: Design keys for multiphase experiments. In mODa 11—Advances in Model-Oriented Design and Analysis (eds. Joachim Kunert, Christine H. Müller and Anthony C. Atkinson), Springer International Publishing, 2016, pp. 27–35. doi: 10.1007/978-3-319-31266-8_4
  • For much more detail, see this website.

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