document.write( "Question 898088: please help me solve this problem:\r
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document.write( "The number of passengers carried by a coastal shipping company has a normally distribution with mean 121.3 and standard deviation of 7.5.
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document.write( " a) find the 25th percentile of passengers carried by the ship.
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document.write( " b) find a 95 percent confidence interval for the number of passengers carried by the ship. \n" );
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Algebra.Com's Answer #544563 by Theo(13342) You can put this solution on YOUR website! mean = 121.3 \n" ); document.write( "standard deviation = 7.5\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "25th percentile means that 25% of the area under the normal distribution curve is to the left of the z-score indicated.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "use a z-score calculator to find that the z-score for that is equal to -.6744897...\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "since z-score = (raw score minus mean) / standard deviation, you get:\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "-.6744897... = (x - 121.3) / 7.5\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "solve for x to get x = 116.2423269... which you can round to 116.2.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "95th percent confidence interval is calculated as follows:\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "two sided confidence interval alpha = (100% - 95%) / 200 = .025\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the z-scores correspond to that will be a z-score that has 2.5% of the area under the normal distribution curve to the left of it, and a z-score that has 97.5% of the area under the normal distribution curve to the left of it.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "to find the confidence interval, you then subtract the smaller area from the bigger area to get the area in between.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the z-score for an area of 2.5% is equal to -1.959963... \n" ); document.write( "the z-score for an area of 97.5% is equal to 1.959963...\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the area in between is equal to 97.5 - 2.5 = 905% of the area unde rthe normal distribution curve.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "you need to translate the z-scores to raw score.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "a z-score of -9.959963... will yield a raw score as follows:\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "-9.959963... = (x - 121.3) / 7.5 \n" ); document.write( "solve for x to get x = 106.6002701...\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "a z-score of 9.959963... will yield a raw score as follows:\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "9.959963... = (x - 121.3) / 7.5 \n" ); document.write( "solve for x to get x = 135.9997299...\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "round these to the nearest one decimal place and you get:\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "95% confidence interval is from 106.6 people to 136.0 people.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "you can see these visually from the following pictures. \n" ); document.write( "any differences between the numbers shown in the pictures and the numbers i calculated are due to differences in the way the calculators handle the numbers. \n" ); document.write( "some calculators are consistent with each other, but not all. \n" ); document.write( "differences are usually due to rounding assumptions and to interpolation assumptions.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \r\n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \r\n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \n" ); document.write( " |