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The owner of a sporting goods store is making a supply purchase for the coming month. Based on past experience, he has constructed a model which shows that customers choose to buy soccer balls over baseball bats and tennis rackets [tex]$58\%$[/tex] of the time.

The table below shows the results of three weeks of business with breakdowns for how many customers purchased soccer balls, baseball bats, and tennis rackets.

[tex]
\[
\begin{tabular}{|c|c|c|c|}
\hline
\textbf{Week} & \textbf{Soccer Balls} & \textbf{Baseball Bats} & \textbf{Tennis Rackets} \\
\hline
1 & 85 & 30 & 31 \\
\hline
2 & 110 & 22 & 23 \\
\hline
3 & 64 & 21 & 23 \\
\hline
\end{tabular}
\]
[/tex]

Classify the results for each category as either consistent or inconsistent with the model.

- Week 1 results
- Week 2 results
- Week 3 results
- Total of all 3 weeks' results

[tex]
\[
\begin{tabular}{|l|l|}
\hline
\textbf{Consistent with Model} & \textbf{Inconsistent with Model} \\
\hline
& \\
& \\
& \\
& \\
\hline
\end{tabular}
\]
[/tex]

Answer :

To determine whether the sales results for each week and the total for 3 weeks are consistent or inconsistent with the model, we need to compare the percentage of soccer balls sold to the model's predicted percentage of 58%.

Week 1:
- Sales data: 85 soccer balls, 30 baseball bats, 31 tennis rackets.
- Total sales for Week 1: 85 + 30 + 31 = 146
- Percentage of soccer balls sold: [tex]\( \frac{85}{146} \approx 0.582 \)[/tex] or 58.2%

Since 58.2% is greater than or equal to the model's 58%, Week 1 is consistent with the model.

Week 2:
- Sales data: 110 soccer balls, 22 baseball bats, 23 tennis rackets.
- Total sales for Week 2: 110 + 22 + 23 = 155
- Percentage of soccer balls sold: [tex]\( \frac{110}{155} \approx 0.710 \)[/tex] or 71.0%

Since 71.0% is greater than the model's 58%, Week 2 is consistent with the model.

Week 3:
- Sales data: 64 soccer balls, 21 baseball bats, 23 tennis rackets.
- Total sales for Week 3: 64 + 21 + 23 = 108
- Percentage of soccer balls sold: [tex]\( \frac{64}{108} \approx 0.593 \)[/tex] or 59.3%

Since 59.3% is greater than the model's 58%, Week 3 is consistent with the model.

Total Over 3 Weeks:
- Total sales: 85 + 110 + 64 = 259 soccer balls, and 409 total items sold.
- Percentage of soccer balls sold over the 3 weeks: [tex]\( \frac{259}{409} \approx 0.633 \)[/tex] or 63.3%

Since 63.3% is greater than the model's 58%, the 3-week total is consistent with the model.

In summary, all results (Week 1, Week 2, Week 3, and the total for 3 weeks) are consistent with the model's prediction that customers choose to buy soccer balls at least 58% of the time.

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