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Distributionshard
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Let XXX and YYY have a bivariate normal distribution with means μX=1,μY=2\mu_X = 1, \mu_Y = 2μX​=1,μY​=2, variances σX2=9,σY2=16\sigma_X^2 = 9, \sigma_Y^2 = 16σX2​=9,σY2​=16, and correlation coefficient ρ=0.5\rho = 0.5ρ=0.5. What is the conditional variance Var(Y∣X=4)Var(Y \mid X = 4)Var(Y∣X=4)?