Why the exponential family does not include all distributions? – stats.stackexchange.com

I am reading the book: Bishop, Pattern Recognition and Machine Learning (2006) which defines the exponential family as distributions of the form (Eq. 2.194): $$p(\mathbf x|\boldsymbol \eta) = ...

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