The table shows the probabilities of certain prizes in a restaurant's contest where the first 100 customers are winners.

Contest Prizes

[tex]\[
\begin{array}{|c|c|}
\hline
\text{Prize} & \text{Number of Prizes} \\
\hline
\$ 1 \text{ drink} & 44 \\
\hline
\$ 5 \text{ meal} & 25 \\
\hline
\$ 5 \text{ gift card} & 15 \\
\hline
\$ 10 \text{ gift card} & 10 \\
\hline
\$ 20 \text{ gift card} & 5 \\
\hline
\$ 100 \text{ gift card} & 1 \\
\hline
\end{array}
\][/tex]

How does the \$ 100 gift card affect the measure of center of the data?

A. It increases the mean value of the prizes.

B. It decreases the mean value of the prizes.

C. It increases the median value of the prizes.

D. It decreases the median value of the prizes.



Answer :

Let's analyze the impact of the [tex]$100 gift card on the measures of center, which are the mean and the median. ### Mean Calculation 1. Without the $[/tex]100 Gift Card:
- Total Number of Prizes: [tex]\(44 + 25 + 15 + 10 + 5 = 99\)[/tex]
- Total Value of Prizes: [tex]\((44 \times 1) + (25 \times 5) + (15 \times 5) + (10 \times 10) + (5 \times 20) = 44 + 125 + 75 + 100 + 100 = 444$ - Mean Value: \(\frac{444}{99} = 4.484848484848484\)[/tex]

2. With the [tex]$100 Gift Card: - Total Number of Prizes: \(100\) - Total Value of Prizes: \(444 + 100 = 544\) - Mean Value: \(\frac{544}{100} = 5.44\) ### Median Calculation The median depends on the middle values when the data is sorted in increasing order. 1. Without the $[/tex]100 Gift Card:
- Sorted Prizes list (in terms of number): [tex]\([1, 1, 1, ..., 5, 5, ..., 10, 10, ..., 20, 20]\)[/tex]
- Middle Index: [tex]\(\frac{99 + 1}{2} = 50\)[/tex]
- The median prize is the middle one, which includes prizes at the position [tex]\(50\)[/tex]:
- Position [tex]\(50\)[/tex] falls within the range of [tex]$5 prizes. - Median Value: \(5\) 2. With the $[/tex]100 Gift Card:
- Sorted Prizes list (in terms of number): [tex]\([1, 1, 1, ..., 5, 5, ..., 10, 10, ..., 20, 20, 100]\)[/tex]
- Middle Index: [tex]\(\frac{100 + 1}{2} = 50.5\)[/tex]
- The median is the average of the prizes at the positions [tex]\(50\)[/tex] and [tex]\(51\)[/tex]:
- Both positions fall within the range of [tex]$5 prizes. - Median Value: \((5+5)/2 = 5.0\) ### Conclusion - The mean value of the prizes increases from \(4.484848484848484\) to \(5.44\). - The median value of the prizes remains the same, at \(5.0\). Thus, the $[/tex]100 gift card increases the mean value of the prizes while the median value remains unchanged.