document.write( "Question 1202686: In the country of United States of Heightlandia, the height measurements of ten-year-old children are approximately normally distributed with a mean of 56.7 inches, and standard deviation of 6.7 inches.\r
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document.write( "What is the probability that the height of a randomly chosen child is between 41.65 and 50.85 inches? Do not round until you get your your final answer, and then round to 3 decimal places.
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Algebra.Com's Answer #837703 by math_tutor2020(3817) ![]() You can put this solution on YOUR website! \n" ); document.write( "Answer: 0.180 (approximate) \n" ); document.write( "Due to rounding error, a slightly different value may be the answer your teacher wants (eg: 0.179).\r \n" ); document.write( " \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Explanation:\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "mu = 56.7 = population mean \n" ); document.write( "sigma = 6.7 = population standard deviation\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Compute the z score when x = 41.65 \n" ); document.write( "z = (x - mu)/sigma \n" ); document.write( "z = (41.65 - 56.7)/6.7 \n" ); document.write( "z = -2.246269 \n" ); document.write( "z = -2.25\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Do the same for x = 50.85 \n" ); document.write( "z = (x - mu)/sigma \n" ); document.write( "z = (50.85 - 56.7)/6.7 \n" ); document.write( "z = -0.873134 \n" ); document.write( "z = -0.87\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "The task of computing P(41.65 < x < 50.85) is roughly equivalent to computing P(-2.25 < z < -0.87)\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Now I'll use a Z table. \n" ); document.write( "This kind of table should be found in the appendix section of your textbook.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "If you don't have your textbook with you, then you can refer to a table such as this \n" ); document.write( "https://www.ztable.net/ \n" ); document.write( "That page provides examples of how to read that table. Let me know if you have questions about it.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Use such a table to find that, \n" ); document.write( "P(Z < -2.25) = 0.01222 \n" ); document.write( "and \n" ); document.write( "P(Z < -0.87) = 0.19215\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Subtract the two results to compute the area between those z scores. \n" ); document.write( "P(a < Z < b) = P(Z < b) - P(Z < a) \n" ); document.write( "P(-2.25 < Z < -0.87) = P(Z < -0.87) - P(Z < -2.25) \n" ); document.write( "P(-2.25 < Z < -0.87) = 0.19215 - 0.01222 \n" ); document.write( "P(-2.25 < Z < -0.87) = 0.17993\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "That leads us to P(41.65 < x < 50.85) = 0.17993\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Roughly 17.993% of the children have a height between 41.65 inches and 50.85 inches\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "0.17993 then rounds to 0.180 when rounding to three decimal places.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Depending on which table you use, or if you used a stats calculator, your final answer may be slightly different due to rounding error. \r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "This link shown here \n" ); document.write( "https://davidmlane.com/normal.html \n" ); document.write( "offers a way to compute the answer fairly quickly. It also provides a nice diagram. \n" ); document.write( "When I used that calculator, I got approximately 0.1789 which rounds to 0.179. That's not too far from the 0.180 I got earlier. \r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "Here's an article talking about the TI84 and the normal cdf function \n" ); document.write( "https://www.statology.org/normal-probabilities-ti-84-calculator/ \n" ); document.write( " \n" ); document.write( " |