Maximum correlation-bivariate normal calculation

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1. Suppose "" N.µ; a 2/. Find the correlation between and , where 2. Find all values of .µ; a/ for which the correlation is zero.

2. (Maximum Correlation). Suppose .X; Y / has a general bivari- ate normal distribution with a positive correlation p. Show that among all functions g.X/; h.Y / with finite variances, the correlation between g.X/ and h.Y / is maxi- mized when g.X/ X; h.Y / .

3. (Bivariate Normal Calculation). Suppose "" N.0; 1/ and, given xY  "" N.x 1; 1/.

(a) What is the marginal distribution of ?

(b) What is the correlation between and ?

(c) What is the conditional distribution of given y?

Reference no: EM13985052

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