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Q156Section III (Statistics)156 of 180

Conditional distribution in a trivariate normal

Suppose X‾=(X1,X2,X3)′∼Normal3 ⁣((103),(210.51410.511))\uline{X}=(X_1,X_2,X_3)'\sim \text{Normal}_3\!\left( \begin{pmatrix}1\\0\\3\end{pmatrix}, \begin{pmatrix}2&1&0.5\\1&4&1\\0.5&1&1\end{pmatrix}\right). Hence the probability distribution of (X1,X2)′(X_1,X_2)' given X3=2X_3=2:

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