Find (a) Covariance and (b) Correlation coefficient of two random variables A and Y if E (X)= 2, E (Y) = 3; E (X Y) = 10; E (X2) = 9 and E (Y²) = 16. %3D
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- Imagine a study where all our data (x, y) falls perfectly on a flat and straight horizontal line. If we calculated the correlation coefficient r for this data, what would it be? What would that mean for our hypotheses?Suppose Y1, Y2 and 3Y are not correlated variables, however, have the same standard deviation. Show that correlation between Y1 + Y2 and Y2 + Y3 is equal to half. Whether correlation coefficient is zero or notWhat is the Pearson's r correlation coefficient between two variables X and Y if their covariance is 150 and the standard deviation of X is 12 and the standard deviation of Y is 20?
- Suppose that X and Y are unknowns with E(X) = 10, Var (X) = 4, E(Y)=12 and Var (Y) = 100. In addition, suppose that the correlation coefficient of X and Y is .6. Then what is the variance of X-Y?Two random variables X = (1,2) and Y= (-2,-1] are equiprobable and independent. Determine the correlation factor r(X,Y),Assume the random variable X has a standard deviation of 4, the random variable Y has a standard deviation of 5 and the two random variables have a correlation of 0.6. What is the covariance of X and Y?
- The value of correlation coefficient between variables X and Y lies between:A. 1 and 2B. 0 and 1C. -1 and +1D. -1 and 0Q1 - Returns on stocks X and Y are listed below: Period 1 2 3 4 5 6 7Stock X 6% 5% -2% 10% 3% 8% -4%Stock Y 11% 7% 10% -2% 3% 5% -1% What is the correlation of returns on the two stocks?Please round your answer to the nearest hundredth.Note that the correct answer will be evaluated based on the full-precision result you would obtain using Excel.