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I have a problem concerning the normal distribution and multivariate normal distribution. Is there an entire textbook that focuses on these distributions?

Silverfish
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jack
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2 Answers2

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There is "The Handbook of the Normal Distribution" by J.K. Patel & C.B. Read (1982) which is a focused reference for the Normal distribution. The book mainly focus on the univariate case, but has a chapter dedicated to the bivariate case.

For the multivariate case, Y. L. Tong (1990), "The Multivariate Normal Distribution".

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This depends on how deep you want to go, but one book I have used that delves very deeply into the multivariate normal (and associated distributions like the Wishart) is Aspects of Multivariate Statistical Theory by Robb J. Muirhead