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Instruction 14-15
the Manager of a Health Fitness Club Has

Question 148

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Instruction 14-15
The manager of a health fitness club has recorded average attendance in newly introduced Zumba classes over the last 15 months: 32.1,39.5,40.3,46.0,65.2,73.1,83.7,106.8,118.0,133.1,163.3,182.8,205.6,249.1,and 263.5.She then used Microsoft Excel to obtain the following partial output for both a first- and second-order autoregressive model.
SUMMARY OUTPUT - 2nd Order Model
Regression Statistics
 Multiple R 0.993 R Square 0.987 Adjusted R Square 0.985 Standard Error 9.276 Observations 15 \begin{array}{lr}\text { Multiple R } & 0.993 \\ \text { R Square } & 0.987 \\ \text { Adjusted R Square } & 0.985 \\ \text { Standard Error } & 9.276 \\ \text { Observations } & 15\end{array}

 Coefficients  Intercept 5.86 X Variable 1 0.37 X Variable 2 0.85\begin{array}{l}\text { Coefficients }\\\begin{array}{ll}\text { Intercept } & 5.86 \\\text { X Variable 1 } & 0.37 \\\text { X Variable 2 } & 0.85\end{array}\end{array}

SUMMARY OUTPUT - 1st  1^{\text {st }} Order Model
Regression Statistics
 Multiple R 0.993 R Square 0.987 Adjusted R Square 0.985 Standard Error 9.150 Observations 15 \begin{array}{lr}\text { Multiple R } & 0.993 \\ \text { R Square } & 0.987 \\ \text { Adjusted R Square } & 0.985 \\ \text { Standard Error } & 9.150 \\ \text { Observations } & 15\end{array}

 Coefficients  Intercept 5.66 X Variable 11.10\begin{array}{l}\text { Coefficients }\\\begin{array}{ll}\text { Intercept } & 5.66 \\\text { X Variable } 1 & 1.10\end{array}\end{array}
-Referring to Instruction 14-15,using the second-order model,the forecast of mean attendance for month 17 is ________.

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