Raquel and Van live in two different cities. As part of a project, they each record the lowest prices for a gallon of gas at gas stations around their cities on the same day. Raquel's data show [tex]$\bar{x}=3.42$[/tex] and [tex]$\sigma=0.07$[/tex]. Van's data show [tex]$\bar{x}=3.78$[/tex] and [tex]$\sigma=0.23$[/tex].

Which statement is true about their gas-price data?

A. Raquel's data are most likely closer to [tex]$\$[/tex] 3.42[tex]$ than Van's data are to $[/tex]\[tex]$ 3.78$[/tex].
B. Van's data are most likely closer to [tex]$\$[/tex] 3.42[tex]$ than Raquel's data are to $[/tex]\[tex]$ 3.78$[/tex].
C. Raquel's data are most likely closer to [tex]$\$[/tex] 3.78[tex]$ than Van's data are to $[/tex]\[tex]$ 3.42$[/tex].
D. Van's data are most likely closer to [tex]$\$[/tex] 3.78[tex]$ than Raquel's data are to $[/tex]\[tex]$ 3.42$[/tex].



Answer :

To determine which statement is true about their gas-price data, we need to analyze the given means and standard deviations for both Raquel and Van.

1. Raquel's Data:
- Mean ([tex]\(\bar{x}\)[/tex]): \[tex]$3.42 - Standard Deviation (\(\sigma\)): 0.07 2. Van's Data: - Mean (\(\bar{x}\)): \$[/tex]3.78
- Standard Deviation ([tex]\(\sigma\)[/tex]): 0.23

The standard deviation measures the amount of variation or dispersion in a set of values. A smaller standard deviation indicates that the values tend to be closer to the mean of the set, while a larger standard deviation indicates that the values are spread out over a wider range.

- Raquel's standard deviation is 0.07, which is smaller than Van's standard deviation of 0.23. This means that Raquel's gas prices are more tightly clustered around her mean value of \[tex]$3.42. - Van's standard deviation is 0.23. This larger value indicates that Van's gas prices are more spread out around his mean value of \$[/tex]3.78.

Given that Raquel's standard deviation is smaller than Van's, Raquel's data points are more likely to be closer to her mean of \[tex]$3.42 compared to how close Van's data points are to his mean of \$[/tex]3.78.

Therefore, the correct statement is:

- Raquel's data are most likely closer to \[tex]$3.42 than Van's data are to \$[/tex]3.78.