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Reassess how the effect encoding section uses missing agent data
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Hmm. My chapter on categorical predictors encodes these as unknown. Maybe they should be actually missing values so that effect encodings work without estimating their level.
Originally posted by @topepo in https://github.com/aml4td/website/pull/47#discussion_r1721051438