Find the conditional distribution


Discuss the below:

Q: Let X1 and X2 be independent normal random variables, X1 n(μi,σi2), and let

Y1 = X1 and Y2 = X1+X2

a) Show that Y1 and Y2 are bivariate normal.

b) What are the means, variances, and correlation coefficient of Y1 and Y2?

c) Find the conditional distribution of Y2 given Y1=y.

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Basic Statistics: Find the conditional distribution
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