One can interpret r = 0.30 or the corresponding r 2 = 0.09 as follows: a. A

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One can interpret r = 0.30 or the corresponding r2 = 0.09 as follows:
a. A 30% reduction in error occurs in using x to predict y.
b. A 9% reduction in error occurs in using x to predict y compared to using y̅ to predict y.
c. 9% of the time ŷ = y.
d. y changes 0.3 unit for every one-unit increase in x.
e. x changes 0.3 standard deviations when y changes 1 standard deviation.

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Statistics The Art And Science Of Learning From Data

ISBN: 9780321997838

4th Edition

Authors: Alan Agresti, Christine A. Franklin, Bernhard Klingenberg

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