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Is there a balance to be struck between simple hierarchical models and more complex hierarchical models that augment the simple frameworks with more modeled interactions when analyzing real data?
Break it to grok it: The best way to understand how a method works is go construct scenarios where it fails
HMC fails when you initialize at the mode
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