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Question 7. (Multivariate Regression Analysis)Consider the following data on one predictor variable z1 and two responses Y1and yz1-2 -1 0 1 2y15 3 4 2 1y2-3 -1 -1 2 3Determine the least squares estimates of the parameters in the bivariatestraight-line regression model1. Compute the matrices Z, Y, (Z'Z)^-1, Z'Y2. Determine the least squares estimates of the parameters, β.3. Calculate the matrices of fitted values Ŷ and residuals ϵ̂.4. Verify the sum of squares and cross-products decomposition

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