Exponential Family
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- Statistics
A one-parameter exponential family model is any model whose density can be expressed as:
where
When a model belongs to the one-parameter exponential family, a family of conjugate prior distributions is given by:
where
Combining this prior with a sampling model
which belongs to the same family as the prior distribution, with
parameters