You run a regression for Y using a single X variable, where the sample mean of X is 20.5 and the sum of squared deviations of the X values from their mean is 196.0. The sample size is 50, and the standard error of estimate in the regression output is 157.5. Now you want to predict Y when X equals 25.5. Which of the following is the most accurate?
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