document.write( "Question 1203058: An orange juice producer buys oranges from a large orange grove that has one variety of oranges. The amount of juice squeezed from these oranges is approximately normally distributed, with a mean of 4.10 ounces and a standard deviation of 0.20 ounces. Suppose that you select a sample of 16 oranges.\r
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document.write( "a. What is the probability that the sample mean amount of juice will be at least 4.01 ounces?\r
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document.write( "b. The probability is 78% that the sample mean amount of juice will be contained between what two values symmetrically distributed around the population mean? There is a 78% probability that the sample mean amount of juice will be contained between ______ounce(s) and _____ ounce(s) (Round to two decimal places as needed. Use ascending order.)\r
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document.write( "c. The probability is 73% that the sample mean amount of juice will be greater than what value?\r
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Algebra.Com's Answer #838309 by Theo(13342)![]() ![]() You can put this solution on YOUR website! mean = 4.1 ounces. \n" ); document.write( "standard deviation = .2 ounces. \n" ); document.write( "sample size is 16 oranges. \n" ); document.write( "standard error = standard deviation / square root of sample size = .2 / sqrt(16) = .05.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "use the z-score formula of z = (x-m)/s \n" ); document.write( "z is the z-score. \n" ); document.write( "x is the sample mjean. \n" ); document.write( "m is the population mean. \n" ); document.write( "s is the standard error.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "a. What is the probability that the sample mean amount of juice will be at least 4.01 ounces?\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "when x = 4.01, the formula becomes z = (4.01 - 4.1) / .05 = -1.8. \n" ); document.write( "area to the right of that z-score is equal to .9641.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "that's the probability that the mean of the sample will be at least 4.01 ounces.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "b. The probability is 78% that the sample mean amount of juice will be contained between what two values symmetrically distributed around the population mean? There is a 78% probability that the sample mean amount of juice will be contained between ______ounce(s) and _____ ounce(s) (Round to two decimal places as needed. Use ascending order.)\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "if the area between the two z-scores is .78, then the area outside of that range will be 1 - .78 = .22 / 2 = .11.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "you will need 2 z-scores. \n" ); document.write( "the high z-score will have an area to the left of it of 1 - .11 = .89 \n" ); document.write( "the low z-score will have an area to the left of it equal to .11. \n" ); document.write( "using a z-score calculator, i get: \n" ); document.write( "z-score with area of .89 to the left of it = 1.2265. \n" ); document.write( "z-score with area of .11 to the left of it = -1.2265. \n" ); document.write( "area in between will be .89 - .11 = .78. \n" ); document.write( "use the z-score formula to find the raw score. \n" ); document.write( "z = (x-m)/s \n" ); document.write( "z is the z-score \n" ); document.write( "x is the raw score = the mean of the smple \n" ); document.write( "m is the mean \n" ); document.write( "s is the standard error. \n" ); document.write( "solve for x in this formula to get x = s * z + m. \n" ); document.write( "when z = -1.2265 and m = 4.1 and s = .05, the formula becomes x = .05 * -1.2265 + 4.1 = 4.038675. \n" ); document.write( "when z = .2265 and m = 4.1 and s = .05, the formula becomes x = .05 * 1.2265 + 4.1 = 4.161325. \n" ); document.write( "the area between those two sample means will be equal to.78.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "c. The probability is 73% that the sample mean amount of juice will be greater than what value?\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "z-score will have an area of 1 - .73 = .27 to the left of it. \n" ); document.write( "that z-score will be equal to -.6128. \n" ); document.write( "the sample mean will be equal to x = z * s + m which would be equal to x = -.6128 * .05 + 4.1 = 4.06936.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the calculator at https://davidmlane.com/hyperstat/z_table.html can be used to confirm these results.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "here are the results.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "for part a.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " ![]() \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "for part b.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " ![]() \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "for part c.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " ![]() \n" ); document.write( " \n" ); document.write( " \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \n" ); document.write( " |