In: Statistics and Probability
A radar unit is used to measure speeds of cars on a motorway. The speeds are normally distributed with LaTeX: \mu=90 μ = 90 km/hr and a standard deviation of LaTeX: \sigma=9.2 σ = 9.2 km/hr. Approximately 86.21% of the population has a speed of at least 100 km/hr. True or false?
Solution:
Given: The speeds are normally distributed with μ = 90 km/hr and a standard deviation of σ = 9.2 km/hr.
Statement: Approximately 86.21% of the population has a speed of at least 100 km/hr.
That is :
Since x = 100 is above mean value = μ = 90 km/hr, so probability of the population has a speed of at least 100 km/hr is less than 50%, that is probability speed is 100 or more is less than 50%
thus given statement is False.
We can verify by using following steps:
Find:
Find z score for x = 100
thus we get:
Look in z table for z = 1.0 and 0.09 and find corresponding area.
P( Z < 1.09) =0.8621
thus
Thus we have shown that the population has a speed of at least 100 km/hr is not 86.21%.
Thus given statement is False.