The length of time it takes college students to find a parking spot in the library parking lot follows a normal distribution with a mean of 7.0 minutes and a standard deviation of 1 minute. Find the cut-off time which 75.8% of the college students exceed when trying to find a parking spot in the library parking lot.
Let the cutoff time exceeded by 75.8% of the college students exceed when trying to find a parking spot in the library parking lot be A
P(X < A) = P(Z < (A - mean)/standard deviation)
Here, Mean = 7.0 minutes
Standard deviation = 1 minute
P(X > A) = 0.758
P(X < A) = 1 - 0.758 = 0.242
P(Z < (A - 7)/1) = 0.242
From standard normal distribution table, the the value of Z corresponding to probability of 0.2420
(A - 7)/1 = -0.7
A = 6.3 minutes
= 6 minutes and 18 seconds
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