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John drives to work each morning, and the trip takes an average of µ = 36 minutes. The distribution of driving times is approximately normal with a standard deviation of σ = 4 minutes. For a randomly selected morning, what is the probability that John’s drive to work will take between 34 and 41 minutes?
The first step Id take is find the Z-Scores for each XValue:
Z= (34-36)/4 = -2/4 = -.5
Z= (41-36)/4 = 5/4 - 1.25
Given that, mean of µ = 36 minutes and
Standard deviation of σ = 4 minutes
We want to find, P(34 < X < 41)
Z-score for X = 34 is,
Z = (34 - 36)/4 = -2/4 = -0.5
Z-score for X = 41 is,
Z = (41 - 36)/4 = 5/4 = 1.25
So, using the standard normal z-table we find,
P(-0.5 < Z < 1.25)
= P(Z < 1.25) - P(Z < -0.5)
= 0.8944 - 0.3085
= 0.5859
=> P(-0.5 < Z < 1.25) = 0.5859
=> P(34 < X < 41) = 0.5859
Therefore, the probability that John’s drive to work will take between 34 and 41 minutes is 0.5859
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