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The thicknesses of two different layers of ink are considered random variables jointly distributed by the bivariate normal. It is known that the first layer

The thicknesses of two different layers of ink are considered random variables jointly distributed by the bivariate normal.

It is known that the first layer has a mean of 0.1 millimeters and a standard deviation of 3.1 millimeters, and the second layer has a mean of 0.23 millimeters and a standard deviation of 1.7 millimeters. Also, the correlation among the layers is 0.8. Moreover, specifications call for a product to have a thickness of the first layer in the range of 0.099 to 0.200 millimeters and for the second layer in the range of 0.230 to 0.250 millimeters (mm). Define random variables in your notes.

What is the variance of the sum of the two layers' thicknesses?

What is the covariance between layers?

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