The energy information administration reported that the mean retail price per gallon of regular grade gasoline was $3.43. Suppose that standard deviation was $0.10 and that the retail price per gallon has a bell shaped distribution.

What percentage of regular grade gasoline sold between $3.33 and $3.53 per gallon?
What percentage of regular grade gasoline sold between $3.33 and $3.63 per gallon?
What percentage of regular grade gasoline sold for more than $3.63 per gallon?

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Answer:

68.26% of regular grade gasoline sold between $3.33 and $3.53 per gallon

81.85% of regular grade gasoline sold between $3.33 and $3.63 per gallon

2.28% of regular grade gasoline sold for more than $3.63 per gallon

Step-by-step explanation:

Problems of normally distributed samples can be solved using the z-score formula.

In a set with mean [tex]\mu[/tex] and standard deviation [tex]\sigma[/tex], the zscore of a measure X is given by:

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

The Z-score measures how many standard deviations the measure is from the mean. After finding the Z-score, we look at the z-score table and find the p-value associated with this z-score. This p-value is the probability that the value of the measure is smaller than X, that is, the percentile of X. Subtracting 1 by the pvalue, we get the probability that the value of the measure is greater than X.

In this problem, we have that:

[tex]\mu = 3.43, \sigma = 0.1[/tex]

What percentage of regular grade gasoline sold between $3.33 and $3.53 per gallon?

This is the pvalue of Z when X = 3.53 subtracted by the pvalue of Z when X = 3.33. So

X = 3.53

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{3.53 - 3.43}{0.1}[/tex]

[tex]Z = 1[/tex]

[tex]Z = 1[/tex] has a pvalue of 0.8413

X = 3.33

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{3.33 - 3.43}{0.1}[/tex]

[tex]Z = -1[/tex]

[tex]Z = -1[/tex] has a pvalue of 0.1587

0.8413 - 0.1587 = 0.6826

68.26% of regular grade gasoline sold between $3.33 and $3.53 per gallon

What percentage of regular grade gasoline sold between $3.33 and $3.63 per gallon?

This is the pvalue of Z when X = 3.53 subtracted by the pvalue of Z when X = 3.33. So

X = 3.63

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{3.63 - 3.43}{0.1}[/tex]

[tex]Z = 2[/tex]

[tex]Z = 2[/tex] has a pvalue of 0.9772

X = 3.33

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{3.33 - 3.43}{0.1}[/tex]

[tex]Z = -1[/tex]

[tex]Z = -1[/tex] has a pvalue of 0.1587

0.9772 - 0.1587 = 0.8185

81.85% of regular grade gasoline sold between $3.33 and $3.63 per gallon

What percentage of regular grade gasoline sold for more than $3.63 per gallon?

This is 1 subtracted by the pvalue of Z when X = 3.63. So

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{3.63 - 3.43}{0.1}[/tex]

[tex]Z = 2[/tex]

[tex]Z = 2[/tex] has a pvalue of 0.9772

1 - 0.9772 = 0.0228

2.28% of regular grade gasoline sold for more than $3.63 per gallon

The retail price per gallon that has a bell shaped distribution is an illustration of a normal distribution

The percentage between $3.33 and $3.53

The given parameters are:

[tex]\bar x = 3.43[/tex]

[tex]\sigma = 0.10[/tex]

Start by calculating the z-scores using:

[tex]z = \frac{x - \bar x}{\sigma}[/tex]

When x = 3.33, we have:

[tex]z = \frac{3.33 - 3.43}{0.10} = -1[/tex]

When x = 3.53, we have:

[tex]z = \frac{3.53 - 3.43}{0.10} = 1[/tex]

The p-value at these z-scores are:

p = (z = -1) = 0.1587

p = (z = 1) =  0.8413

The percentage is then calculated as:

[tex]p = 0.8413 - 0.1587[/tex]

[tex]p = 0.6826[/tex]

[tex]p = 68.26\%[/tex]

68.26% of regular grade gasoline are sold between $3.33 and $3.53 per gallon

The percentage between $3.33 and $3.63

When x = 3.33, we have:

[tex]z = \frac{3.33 - 3.43}{0.10} = -1[/tex]

When x = 3.63, we have:

[tex]z = \frac{3.63 - 3.43}{0.10} = 2[/tex]

The p-value at these z-scores are:

p = (z = -1) = 0.1587

p = (z = 2) =  0.9772

The percentage is then calculated as:

[tex]p = 0.9772 - 0.1587[/tex]

[tex]p = 0.8185[/tex]

[tex]p = 81.85\%[/tex]

81.85% of regular grade gasoline are sold between $3.33 and $3.63 per gallon

The percentage for more than $3.63

When x = 3.63, we have:

[tex]z = \frac{3.63 - 3.43}{0.10} = 2[/tex]

The p-value at this z-score are:

p = (z = 2) =  0.9772

The percentage is then calculated as:

[tex]p =1- 0.9772[/tex]

[tex]p = 0.0228[/tex]

[tex]p = 2.28\%[/tex]

2.28% of regular grade gasoline are sold for more than $3.63 per gallon

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