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R scripts of Innocenti et al. (2021, Statistical Methods in Medical Research, 30(2), 357-375)

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FInnocenti-Stat/Optimal-TSS

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Optimal-TSS

Innocenti F, Candel MJ, Tan FE, van Breukelen GJ. Optimal two-stage sampling for mean estimation in multilevel populations when cluster size is informative. Statistical Methods in Medical Research. 2021;30(2):357-375. https://doi.org/10.1177/0962280220952833

R codes:

  1. simulation study
  2. to find the maximin parameter values when estimating one population mean
  3. to numerically evaluate the variance ratio
  4. to compute the maximin TSS1 design for comparing two population means

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