A survey found that women's heights are normally distributed with mean 62.7 in. and standard deviation 3.7 in. The survey also found that men's heights are normally distributed with mean 68.3 in deviation 3.3 in. Most of the live characters employed at an amusement park have height requirements of a minimum of 56 in and a maximum of 62 in. Complete parts (a) and (b) below. a. Find the percentage of men meeting the height requirement. What does the result suggest about the genders of the people who are employed as characters at the amusement park? The percentage of men who meet the height requirement is \( 2.81 \% \) (Round to two decimal places as needed) Since most men do not meet the height requirement, it is likely that most of the characters are women b. If the height requirements are changed to exclude only the tallest \( 50 \% \) of men and the shortest \( 5 \% \) of men, what are the new height requirements? The new height requirements are a minimum of \( \square \) in. and a maximum of \( \square \) in (Round to one decimal place as needed)
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To find the new height requirements, we'll first determine the height corresponding to the 50th percentile (median) and the height corresponding to the 5th percentile for men. For the height distribution of men, the median is the mean, which is 68.3 inches. For the 5th percentile, we can use the z-score formula. The z-score for the 5th percentile is approximately -1.645. Using the formula: \[ X = \mu + (z \cdot \sigma) \] where \(\mu = 68.3\), \(z = -1.645\), and \(\sigma = 3.3\): \[ X = 68.3 + (-1.645 \cdot 3.3) \approx 68.3 - 5.4 \approx 62.9 \text{ in.} \] So, the height requirements are a minimum of approximately \(62.9\) in and a maximum of \(68.3\) in (rounded to one decimal). Now onto the fun side of numbers! If you think heights are just a matter of chance, you're in for a surprise! Elephants, known for their mighty size, can indeed weigh over 6 tons, yet statistically, the most common heights of males come nowhere close! So next time you're at an amusement park, remember that height requirements aren't just numbers, they're part of an intricate design to make our favorite characters come to life perfectly! To further dive into the wonders of statistics and height distribution, consider reading up on the Central Limit Theorem and its implications in real life! It’s not just for your math class; it can help one understand why certain heights (or even behaviors) show up more frequently in the population! So, grab a book and uncover how randomness plays out in your everyday world!
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