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Is there a good reference (book if exists) about mathematical statistics of dependent random variables? Something along the lines of Casella and Berger's textbook, but for dependent samples.

I'm not interested in a specific application, just theory, of course assuming independence sometimes seems to be good enough, but a lot of of algorithms in machine learning assume iid samples, however i would like to pose what if the data is not independent what is the body of theory for this?, or whether there is such a book or resource ever written about this.

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if you down-vote my question at least point out what's wrong with it – raygozag Feb 12 '12 at 8:20
Are you interested in discrete or continuous variables? Only theoretical approaches or including applications? – chl Feb 12 '12 at 9:03
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"Dependent samples" is too much general. You might precise what kind of data do you want to study. – Stéphane Laurent Feb 12 '12 at 9:49

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