Final answer:
The probability that a truck driver drives more than 650 miles in a day is 12.5%. The probability of driving between 400 and 650 miles in a day is 62.5%. The driver will travel at least 660 miles on the days within the highest 10 percent mileage.
Step-by-step explanation:
The question asks about the probability of certain events occurring under a uniform distribution where a truck driver's miles driven in a day range from 300 to 700 miles.
- Probability of driving more than 650 miles in a day: Since the distribution is uniform, the probability is the length of the interval where the event occurs divided by the total length of the distribution.
- The interval for this event is from 650 to 700 miles, which is 50 miles. The total interval is 400 miles (700 - 300). Therefore, the probability P(X > 650) = 50/400 = 0.125 or 12.5%.
- Probability of driving between 400 and 650 miles in a day: The interval for this event is 250 miles (650 - 400). Again, using the total interval of 400 miles, the probability P(400 < X < 650) = 250/400 = 0.625 or 62.5%.
- The truck driver travels at least how many miles on the days with the highest 10 percent of mileage? The highest 10 percent tail of a uniform distribution starts at the 90th percentile.
- To find this value, we calculate the range (400 miles) and multiply it by 0.9, then add the result to the minimum value (300 miles). 400 * 0.9 + 300 = 660 miles. So, the driver travels at least 660 miles on those days.