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Create a bivariate normal distribution with 200 samples whose mean is v = [0,1] and the covariance matrix is [10] Plot the PDF of

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Create a bivariate normal distribution with 200 samples whose mean is v = [0,1] and the covariance matrix is [10] Plot the PDF of the samples. 1 = 0.t [2] 0.t 2. (2) [10] Plot the PDF of the first variable and the second variable. [10] Calculate the correlation between the first X and the second random variable Y, and show their scattering plot. [10] Define a new random variable Z as Z = X + Y. What is the E[Z] and VAR[Z]. [10] Plot the PDF of Z. [10] Calculate the correlation and covariance between the first variable X and the new random variable Z, and show their scattering plot. [10] Interprept the calculated correlations and covariances between X & Y and X & Z.

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