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Good approach for learning / taking notes on conjugates?

In the same sense that many of the common distributions can be related to each other, many of the conjugates for distributions follow simple patterns. For example, see John Cook's page.

What information about conjugates is most critical to retain? General patterns? Common conjugates? In many cases they're easy to derive, but the arithmetic is tedious..

See also here for good summary of many conjugate priors.

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