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Using the Data Shown in the Table, Develop a Regression

Question 59

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Using the data shown in the table, develop a regression line that can be used to predict the demand for time period number 20. What is the regression equation and what is your forecast for period 20?
 Period  Demand  Period  Demand 1161622040324724271085291456301807322248352809363241038380 Sums 552871769\begin{array} { | c | c | c | c | } \hline & \text { Period } & \text { Demand } & \text { Period } * \text { Demand } \\\hline & 1 & 16 & 16 \\\hline & 2 & 20 & 40 \\\hline & 3 & 24 & 72 \\\hline & 4 & 27 & 108 \\\hline & 5 & 29 & 145 \\\hline & 6 & 30 & 180 \\\hline & 7 & 32 & 224 \\\hline & 8 & 35 & 280 \\\hline & 9 & 36 & 324 \\\hline & 10 & 38 & 380 \\\hline \text { Sums } & 55 & 287 & 1769 \\\hline\end{array}

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