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wwiecek
changed the title
Default tniform hypersd prior fails with small effect sizes / small SEs
Default uniform hypersd prior fails with small effect sizes / small SEs
Apr 25, 2022
You can also experiment with increasing/decreasing SD on tau and then playing with x in prior_hypersd = uniform(0, x). You'll see that at smaller scales it has a problem
wwiecek
changed the title
Default uniform hypersd prior fails with small effect sizes / small SEs
10*SD uniform hypersd prior fails with small effect sizes / small SEs
Apr 25, 2022
wwiecek
changed the title
10*SD uniform hypersd prior fails with small effect sizes / small SEs
10*SD uniform hypersd prior fails with small effect sizes / small SDs
Apr 25, 2022
Try this, for example:
HyperSD can be estimated but only with a wider uniform prior.
Setting SD of tau higher fixes this issue
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