Interpretation of correlation coefficient :


cov(x,y) It's called the covariance coefficient
correlation coefficient = molecule :(x Value of -x mean value )*(y Value of -y mean value ), again Summation by accumulation
denominator :n multiply x,y Standard deviation of
also The standard deviation formula is :

The simplified formula can be obtained :