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Conditions for Linear Regression Inference

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A researcher is investigating a possible linear relationship between hours spent studying and exam scores. A scatterplot of the data reveals no apparent pattern, and the correlation coefficient is r = 0.12. Based on these observations, which of the following inference procedures is not appropriate?

A

Linear regression t-test

B

Confidence interval for correlation coefficient

C

Spearman rank correlation test

D

Test for correlation coefficient

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