Asked by Charlie Monroe on Apr 27, 2024

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After increased patrol,cars on a road travel at speeds averaging 55 km/h.If 93% of vehicles travel below 68 km/h,what approximate standard deviation could represent this model (assuming a Normal model is appropriate) ?

A) 30.41
B) 8.78
C) 63.24
D) 51.15
E) -8.78

Standard Deviation

A measure of the amount of variation or dispersion in a set of values, indicating how much the values differ from the mean of the data set.

Normal Model

A statistical model representing data that follow a bell-shaped, symmetrical distribution characterized by mean and standard deviation.

Patrol

A patrol refers to the act of moving through an area at regular intervals for security purposes, often conducted by military, police, or security personnel to ensure safety and enforce laws.

  • Calculate the mean of a normal distribution given the standard deviation and percentile.
  • Calculate the mean or standard deviation based on given percentages in a normal distribution.
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FB
Francy BlancMay 01, 2024
Final Answer :
B
Explanation :
Since we are assuming a Normal model is appropriate, we can use the formula:
z = (x - μ) / σ
where x is the speed, μ is the mean speed (55 km/h) and σ is the standard deviation.
We know that 93% of vehicles travel below 68 km/h. To find the corresponding z-score, we use the standard normal distribution table or calculator:
z = (68 - 55) / σ
Using a standard normal distribution table or calculator, we find that the z-score is approximately 1.5.
From the same table, we find that the corresponding percentile for a z-score of 1.5 is approximately 93.3%, which is very close to the given percentage of 93%.
Therefore, we can estimate the standard deviation as:
1.5 = (68 - 55) / σ
σ ≈ 8.78
So the best choice is B, with an approximate standard deviation of 8.78.