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Combining two studies of different types
Initial Setup
In a specific experimental design, there are two treatments and two study sites. Suppose we have the model
\begin{align*}
Y_{ijk} = \beta^\intercal X_{ijk} + \mu_i + \nu_j + \eta_{ij} + ...
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