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projpred currently does not support (1 | id | grp) syntax, but I admit that the error message could be more informative (and the notification of the package maintainer would not be necessary). I think the reason for this somewhat obscure error message was that at the time when I introduced the error, I wasn't aware of situations where multiple | would occur. Now we have found one such situation, so we could simply say that projpred does not support such syntax.
In multivariate models such as:
brm(mvbind(y1, y2, y3) ~ x1 + x2 + (1 |id| grp), data = data, family = family())
Projpred crashes with the error:
Unexpected number of
|characters in group terms. Please notify the package maintainer.
Running it without the
<id>
works currently.What would you advise ?
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