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You Are Given the Following Data, Where X1 (Attendance Rate)

Question 4

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You are given the following data, where X1 (attendance rate) and X2 (average SAT score) are to be used to predict Y (average score in graduation test). Each case represents one school.

YX1X278.493.4101081.394.6102081.395.4102482.591.1113677.891.695284.594.2104288.294.5110688.793.4100472.592.188085.494.9112482.994.3112481.494.7996\begin{array}{|c|c|c|}\hline Y & X_{\mathbf{1}} & X_{\mathbf{2}} \\\hline 78.4 & 93.4 & 1010 \\\hline 81.3 & 94.6 & 1020 \\\hline 81.3 & 95.4 & 1024 \\\hline 82.5 & 91.1 & 1136 \\\hline 77.8 & 91.6 & 952 \\\hline 84.5 & 94.2 & 1042 \\\hline 88.2 & 94.5 & 1106 \\\hline 88.7 & 93.4 & 1004 \\\hline 72.5 & 92.1 & 880 \\\hline 85.4 & 94.9 & 1124 \\\hline 82.9 & 94.3 & 1124 \\\hline 81.4 & 94.7 & 996 \\\hline\end{array}
Determine the following values: intercept, b1, b2, SSres, SSreg, F, sres2, s(b1), s(b2), t1, t2.

Correct Answer:

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Intercept = -36.536, b1 = .86...

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