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Support for multi-level cluster survey designs #33

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AngusMcLure opened this issue Dec 7, 2023 · 0 comments
Open

Support for multi-level cluster survey designs #33

AngusMcLure opened this issue Dec 7, 2023 · 0 comments
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enhancement New feature or request

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@AngusMcLure
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This could be done relatively straightforwardly for the logitnormal (and cloglognormal...) case by using standard random-effects style additive normal random effects for each level.

For two levels there would be just one additional unknown (with the $\sigma$ replaced with $\sigma_1$ and $\sigma_2$ for the two levels of clustering$). There would be only one additional set of integrals (compared to the existing two) however, they would be 2-d integrals.

Could use something like cubature to do the multidimensional integration efficiently and accurately without resorting to monte carlo.

@AngusMcLure AngusMcLure added the enhancement New feature or request label Dec 7, 2023
@AngusMcLure AngusMcLure self-assigned this Dec 7, 2023
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