Height Project-2

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Ivy Tech Community College, Indianapolis *

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123

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Mathematics

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Feb 20, 2024

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docx

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Math 123 Quantitative Reasoning Spring 2024 Height Project Put your name, course name, and project name at the top of your Excel spreadsheet and Word document. In this project, you will look at the characteristics of a normal distribution. Part 1: For this project, you need to collect the heights of 9 friends, family, or coworkers, and you will include your own height (for a total of 10 people). You must include at least three women, at least three men, and no children. A table is provided here for you to collect information. First Name Height (in inches) Dinma 66.0 Jacob 73.2 Bernard 64.8 Uzo 74.4 Harry 72.0 Chidinma 68.4 Onyinye 66.0 Chioma 69.6 Ngozi 66.0 Rose 70.8 Part 2: The heights of adult men in the United States are approximately normally distributed with a mean of 70 inches and a standard deviation of 3 inches. Heights of adult women are approximately normally distributed with a mean of 64.5 inches and a standard deviation of 2.5 inches. In Excel, create two tables, one for men and one for women. Label each table to identify which is men and which is women. Each table should have columns for first name, height (in inches), z-score, and probability. Add borders to your tables to clearly show each separate table. You must use Excel to find the z-score. Excel does not have a function to find the z-score, but you can enter a formula into Excel and drag it down the column to apply to all people in that table. Round z-score to the nearest hundredth. Excel has a function that will find the probability, so you do not need the z-score table. The Excel function is =NORM.S.DIST( z ,TRUE) You will enter the z-score for z in the formula, and all other parts of the formula are identical to what is provided here. Round probability to the nearest hundredth. Answers these questions in your Word document:
Math 123 Quantitative Reasoning Spring 2024 1. Look at all ten people and locate the person with the lowest z-score. Do you think this person’s height is unusual? Explain your answer quantitatively. The person with the lowest z-score is Bernard with a z-score of -1.73 and a height of 64.8 inches. Bernard's height is unusual as there is a 9 percent chance that a randomly selected U.S. person would be the same height as Bernard. This also means that his height is lower than the mean. 2. Look at all ten people and locate the person with the highest z-score. Do you think this person’s height is unusual? Explain your answer quantitatively. The person with the highest z-score is Rose with a z-score of 2.52 and a height of 70.8 inches. Rose's height is not unusual as there is a 99 percent chance that a randomly selected U.S. person would be the same height as her. This also means that her height is bigger than the mean.
Math 123 Quantitative Reasoning Spring 2024 Part 3: Automobile manufacturers must design the driver’s seat area so that both tall and short adults can sit comfortably, reach all the controls and pedals, and see through the windshield. Answer this question in your Word document. 3. If you were designing a vehicle, what 18-inch range of heights would you use to accommodate the most people? Be sure to consider both men and women. Explain your answer quantitatively. To accommodate the most people, I would use the range of 58 inches to 76 inches area so that both tall and short adults can sit comfortably, reach all the controls and pedals, and see through the windshield. As said in part 2 The heights of adult men in the United States are approximately normally distributed with a mean of 70 inches and a standard deviation of 3 inches. Heights of adult women are approximately normally distributed with a mean of 64.5 inches and a standard deviation of 2.5 inches. The design will work for about 97.72% of men and 99.53% of women using normal distribution. Notes: There is more than one correct answer. Your explanation determines whether your answer is correct. An 18-inch range of heights means a minimum and maximum height that are 18 inches apart. For example, I could use a range of 30 inches to 48 inches, but that would not accommodate many people because this would only accommodate people whose heights are 2 feet 6 inches to 4 feet. This question will require guess-and-check in Excel. You can complete this question on the same spreadsheet as your tables from Part 2. Label your work in Excel. For example, label it “Part 3” then put your work under or to the side. Part 4: Answer this question in your Word document. 4. Gordon Ramsey has a commanding presence in the world of culinary television. He is in the 90 th percentile for men’s height. How could you find his height, using the mean and standard deviation listed in Part 2 of this project? Round z-score to the nearest tenth, finding the first z-score that guarantees the correct percentage of men are shorter than him, then explain how to use this information to find his height. The heights of adult men in the United States are approximately normally distributed with a mean of 70 inches and a standard deviation of 3 inches. First, we need to find the z-score corresponding to Gordon's 90th percentile. Gordon is in the 90 th percentile for men’s height which means he is in the top 10%. We use normal distribution to find Gordon's height which means we have three standard deviations above and below the mean as the empirical rule predicts that in normal distributions, 68% of observations fall within the first standard deviation (µ ± σ), 95% within the first two standard deviations (µ ± 2σ), and 99.7% within the first three standard deviations (µ ± 3σ) of the mean. We use the z-table to find 90% of men who are shorter than Gordon's height. Looking at the z-table we find that z- score of 1.28 gives you the percentile of 0.8997. next, we will multiply the z-score with the standard deviation height of men adding it to the mean of men's height to find Gordon's height which came equal to 6 feet 15 inches .
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Math 123 Quantitative Reasoning Spring 2024 Notes: This question will require guess-and-check in Excel. You can complete this question on the same spreadsheet as your tables from Part 2. Label your work in Excel. For example, label it “Part 4” then put your work under or to the side. You will notice on the rubric that no points are awarded for the correct height. Points are awarded for your explanation of the process. The last step of explaining your process should be stating the height. Start by stating your initial test value and why you chose that value, based on what you know about normal distributions, z-scores, the Empirical Rule (68-95-99.7 Rule), and maybe even the people in your table from Part 2. Then, explain your process to find the correct value. Lastly, state the height in feet with inches as a remainder (for example, 5 feet 9.25 inches).
Math 123 Quantitative Reasoning Spring 2024 Rubric for Height Project: Points 0 1 2 3 4 Part 1 – Data Collection - Heights for 10 people - Heights listed in inches - At least 3 women - At least 3 men Spreadsheet did not include any of the required items. Spreadsheet missing three of the items. Spreadsheet missing two of the items. Spreadsheet missing one of the items. Spreadsheet includes all items. Part 2 - Two tables - Tables are labeled men, women - Four columns in tables - Added borders Spreadsheet has none of the required items. Spreadsheet missing three of the items. Spreadsheet missing two of the items. Spreadsheet missing one of the items. Spreadsheet includes all items. Part 2 Calculations - Used correct info for men, and for women - Found z-score using Excel - Found probability using Excel formula - Rounded correctly Spreadsheet has none of the required items. Spreadsheet missing three of the items. Spreadsheet missing two of the items. Spreadsheet missing one of the items. Spreadsheet includes all items. Part 2 Questions - Lowest unusual? - Explain quantitatively? - Highest unusual? - Explain quantitatively? Document did not include any of the required items. Document missing three of the items. Document missing two of the items. Document missing one of the items. Document includes all items. Part 3 - 18-inch height range - Explain men quantitatively - Explain women quantitatively - Range encompasses majority of Americans Document has none of the required items. Document missing three of the items. Document missing two of the items. Document missing one of the items. Document includes all items. Part 4 - How chose initial test value? - Process of increasing or decreasing test value - How you knew you had correct value - How value was applied to find person’s height Document has none of the required items. Document missing three of the items. Document missing two of the items. Document missing one of the items. Document includes all items.