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(a) What is the range that a correlation coefficient (r) can take? (b) When we calculate...

(a) What is the range that a correlation coefficient (r) can take? (b) When we calculate the 95% confidence interval using a correlation coefficient, the interval might have the value beyond the range. To prevent this issue, what statistic technique can be performed?

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Answer #1

a) range that a correlation coefficient (r) can take is from -1 to 1 (both inclusive)

b) Yes, sometimes 95% confidence interval using a correlation coefficient, the interval might have the value beyond and that happens when the data set is not normal and shows non-normality. To overcome this type of inaccurate problem, we used techniques like converting the data to approximate normal data using non -linear transformation techniques like Logarithms

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