Coefficient of correlation between two variables X and Y is 0.8 and their covariance is 20 if the variance of X is 25, the standard deviation of Y is ____
Answers
Answer:
0.16
Explanation:
Given : Coefficient of correlation between two variables X and Y is 0.8 and their covariance is 20
the variance of X is 25,
To Find : the standard deviation of Y
Solution :
Correlation coefficient = cov (x,y)/ (std deviation (x) ×std deviation (y))
Correlation coefficient = 0.8
cov (x,y) = 20
variance of X is 25.
variance = (standard deviation ) ²
=> std deviation (X) = √variance of X = √25 =5
Substituting values
=> 0.8 = 20 / ( 5 * std deviation (y))
=> 0.8 = 4 / std deviation (y))
=> std deviation (y) = 4 / ( 0.8)
=> std deviation (y) = 5
standard deviation of Y is = 5
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