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I put together a short slidedeck on specifying random effects in mixed models. This doesn't cover all possible edge cases, but I think this provides some basic best practices for proper generalization and uncertainty in estimation. Feedback is welcome! #stats #MLM #HLM #LMM #MEM (did I miss any?)
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Specifying Random Effects Structure for Hypothesis Testing or Estimation of Fixed Effects A Comprehensive Guide to Correct Random Effects Specification Mattan S. Ben-Shachar
docs.google.com
Specifying Random Effects Structure
Mattan S. Ben-Shachar