document.write( "Question 1199258: 4. An elevator has a placard stating that the maximum capacity is 3800 lb — 26 passengers. So, 26 adult male passengers can have a mean weight of up to 3800/26=146 pounds. Assume that weights of males are normally distributed with a mean of 185 lb and a standard deviation of 31 lb.
\n" );
document.write( "
\n" );
document.write( "a. Find the probability that 1 randomly selected adult male has a weight greater than 146 lb.\r
\n" );
document.write( "\n" );
document.write( "b. Find the probability that a sample of 26 randomly selected adult males has a mean weight greater than 146 lb.\r
\n" );
document.write( "\n" );
document.write( "
\n" );
document.write( " \n" );
document.write( "
Algebra.Com's Answer #833048 by Theo(13342)![]() ![]() You can put this solution on YOUR website! sample size is 26 \n" ); document.write( "maximum capacity is 3800 pounds \n" ); document.write( "maximum mean weight of 26 passengers is 3800 / 26 = 146 pounds. \n" ); document.write( "weight of males is normally distributed with a mean of 185 pounds and a standard deviation of 31 pounds. \n" ); document.write( "z-score formula is z = (x - m) / s \n" ); document.write( "x is the weight of an individual or the mean weight of a number of individuals. \n" ); document.write( "m is the mean weight to test against. \n" ); document.write( "s the standard deviation if one individual is tested or the standard error if the mean of a number of individuals is tested.\r \n" ); document.write( " \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "when checking the weight of an individual, use the standard deviation of the population of men. \n" ); document.write( "z = (x - m) / s becomes z = (146 - 185) / 31 \n" ); document.write( "x is the weight you want to test against the mean = 146 \n" ); document.write( "m is the mean of the weight of men = 185 \n" ); document.write( "s is the standard deviation of the weight of men = 31 \n" ); document.write( "solve for z to get z = -1.25806 rounded to 5 decimal places.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "since you want to know the probability that a man weighs more than 146 pounds, you are looking for the area to the right of that z-score.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "you can use a z-score calculator to find that. \n" ); document.write( "i used the ti-84 plus calculator.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "an online calculator that can also be used is at https://davidmlane.com/hyperstat/z_table.html\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "using my ti-84 plus, i get the area to the right of a z-score of -1.25806 = .8958 rounded to 4 decimal places.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the online calculator does the same thing, only rounds differently form some values.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the result of using that calculator with the z-score is shown below. \n" ); document.write( " ![]() \n" ); document.write( "the result of using that calculator with the raw score is shown below. \n" ); document.write( " ![]() \n" ); document.write( " \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "when you are looking at the mean of a sample of a number of individuals, you use the standard error. \n" ); document.write( "the standard error is equal to the standard deviation / the square root of the sample size. \n" ); document.write( "in this problem, the sample size is 26 individuals whose mean weight is 185 and whose standard deviation is 31. \n" ); document.write( "the standard error is equal to 31 / sqrt(26) = 6.0796 rounded to 4 decimal places.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "z = (146 - 185) / 6.0796 in this case. \n" ); document.write( "146 is the weight you are testing against. \n" ); document.write( "185 is the meaan weight of men. \n" ); document.write( "6.0796 is the standard error. \n" ); document.write( "the z-score is equal to -6.4149 rounded to 4 decimal places. \n" ); document.write( "the probability of the mean of all men being greater than 146 pounds is equal to .99999...... when i use my ti-84 plus calculator. \n" ); document.write( "that's very very close to 100%. \n" ); document.write( "the online calculator shows 1 which is equal to 100%.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the result of using that calculator with the z-score is shown below. \n" ); document.write( " ![]() \n" ); document.write( "the result of using that calculator with the raw score is shown below. \n" ); document.write( " ![]() \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "let me know if you have any questions. \n" ); document.write( "theo \n" ); document.write( " \n" ); document.write( " |