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What is a good book that covers mixed distributions?

Most statistics books either only briefly mention them or do not cover the topic at all.

I'd like to have a comprehensive resource covering issues of joint distributions with both discrete and continuous variables, conditional and marginal distributions in the mixed case, etc.

Andre Silva
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mahonya
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