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A boat capsized and sank in a lake. Based on an assumption of a mean weight of 142 lb , the boat was rated to carry 70 passengers (so the load limit was \( 9,940 \mathrm{lb} \) ). After the boat s for similar boats was changed from 142 lb to 174 lb Complete parts a and b below. a. Assume that a similar boat is loaded with 70 passengers, and assume that the weights of people are normally distributed with a mean of 178.3 lb and a standard deviation of 37.6 boat is overloaded because the 70 passengers have a mean weight greater than 142 lb . The probability is 1.0000 . (Round to four decimal places as needed.) b. The boat was later rated to carry only 15 passengers, and the load limit was changed to \( 2,610 \mathrm{lb} \). Find the probability that the boat is overloaded because the mean weight of the p (so that their total weight is greater than the maximum capacity of \( 2,610 \mathrm{lb} \) ) The probability is (Round to four decimal places as needed )

Ask by Harris Newton. in the United States
Mar 06,2025

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a. The probability that the boat is overloaded with 70 passengers is 0.0000. b. The probability that the boat is overloaded with 15 passengers is 0.0000.

Solución

Given: - The mean weight of a person is 178.3 lb. - The standard deviation of a person's weight is 37.6 lb. - The boat is overloaded if the mean weight of the passengers is greater than 142 lb. a. To find the probability that the boat is overloaded with 70 passengers: - The mean weight of 70 passengers is \( 70 \times 178.3 = 12471 \) lb. - The standard deviation of the total weight of 70 passengers is \( 70 \times 37.6 = 2632 \) lb. - The z-score for the mean weight of 70 passengers is \( \frac{12471 - 142}{2632} \). - The probability that the boat is overloaded is the probability that the z-score is greater than 0. b. To find the probability that the boat is overloaded with 15 passengers: - The mean weight of 15 passengers is \( 15 \times 178.3 = 2680.5 \) lb. - The standard deviation of the total weight of 15 passengers is \( 15 \times 37.6 = 564 \) lb. - The z-score for the mean weight of 15 passengers is \( \frac{2680.5 - 142}{564} \). - The probability that the boat is overloaded is the probability that the z-score is greater than 0. Let's calculate the probabilities. Calculate the value by following steps: - step0: Calculate: \(\frac{\left(70\times 178.3-142\right)}{70}\times 37.6\) - step1: Remove the parentheses: \(\frac{70\times 178.3-142}{70}\times 37.6\) - step2: Multiply the numbers: \(\frac{12481-142}{70}\times 37.6\) - step3: Subtract the numbers: \(\frac{12339}{70}\times 37.6\) - step4: Convert the expressions: \(\frac{12339}{70}\times \frac{188}{5}\) - step5: Multiply the fractions: \(\frac{12339\times 188}{70\times 5}\) - step6: Multiply the terms: \(\frac{2319732}{70\times 5}\) - step7: Multiply the terms: \(\frac{2319732}{350}\) - step8: Reduce the fraction: \(\frac{1159866}{175}\) Calculate or simplify the expression \( (15*178.3 - 142)/15*37.6 \). Calculate the value by following steps: - step0: Calculate: \(\frac{\left(15\times 178.3-142\right)}{15}\times 37.6\) - step1: Remove the parentheses: \(\frac{15\times 178.3-142}{15}\times 37.6\) - step2: Multiply the numbers: \(\frac{2674.5-142}{15}\times 37.6\) - step3: Subtract the numbers: \(\frac{2532.5}{15}\times 37.6\) - step4: Divide the terms: \(\frac{1013}{6}\times 37.6\) - step5: Convert the expressions: \(\frac{1013}{6}\times \frac{188}{5}\) - step6: Multiply the fractions: \(\frac{1013\times 188}{6\times 5}\) - step7: Multiply the terms: \(\frac{190444}{6\times 5}\) - step8: Multiply the terms: \(\frac{190444}{30}\) - step9: Reduce the fraction: \(\frac{95222}{15}\) a. The probability that the boat is overloaded with 70 passengers is approximately 0.0000. b. The probability that the boat is overloaded with 15 passengers is approximately 0.0000.

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Extra Insights

When considering the weight shifts over time, it's fascinating to note how society's changes in lifestyle and nutrition play a critical role in boating safety regulations. For boats that once comfortably carried a certain number of passengers, advancements in understanding health and average body weight have led to updated capacity ratings. This reflects a broader trend in many industries focusing on safety and awareness concerning human factors. Now, if you're dealing with standard deviations and normal distributions, an easy way to visualize these calculations is through simulations! Tools like Python or online calculators can help simulate the distribution of weights. This way, you won’t just be crunching numbers; you can actually see how frequently the average passenger weight exceeds safe limits as the number of passengers changes. Engaging with technology adds a playful element to otherwise dry statistics!

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