document.write( "Question 1204924: We are interested in finding out what proportion of borrowers default on a credit card loan. We sample 100 credit cards. We find that 10 default.
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document.write( "(A) Find proportion of credit card borrowers that default
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document.write( "(B) Construct a 80% Confidence Interval
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document.write( "(C) Construct a 99% Confidence Interval
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document.write( "(D) What does your findings interpret? \n" );
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Algebra.Com's Answer #841668 by Theo(13342)![]() ![]() You can put this solution on YOUR website! sample size is 100. \n" ); document.write( "10 out of the 100 default. \n" ); document.write( "that's a mean proportion of .1 \n" ); document.write( "standard error is equal to sqrt(.1 * .9 / 100) = .03 \n" ); document.write( "critical z-score for 80% confidence interval is z = plus or minus 1.28155. \n" ); document.write( "critical z-score for 90% confidence interval is z = plus or minus 1.64485. \n" ); document.write( "z-score formula is z = (x-m)/s \n" ); document.write( "z is the z-score. \n" ); document.write( "x is the critical proportion. \n" ); document.write( "m is the mean proportion. \n" ); document.write( "s is the standard error. \n" ); document.write( "you have z. \n" ); document.write( "you need to solve for x.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "at 80% confidence interval: \n" ); document.write( "the high side of the confidence interval formula is 1.28155 = (x - .1) / .03. \n" ); document.write( "solve for x to get x = 1.28155 * .03 + .1 = .1384465. \n" ); document.write( "the low side of the confidence interval formula is -1.28155 = (x - .1) / .03. \n" ); document.write( "solve for x to get x = -1.28155 * .03 + .1 = .0615535. \n" ); document.write( "your 80% confidence interval is from .0615535 to .1384465.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "at 90% confidence interval: \n" ); document.write( "the high side of the confidence interval formula is 1.64485 = (x - .1) / .03. \n" ); document.write( "solve for x to get x = 1.64485 * .03 + .1 = .1493455. \n" ); document.write( "the low side of the confidence interval formula is -1.64485 = (x - .1) / .03. \n" ); document.write( "solve for x to get x = -1.64485 * .03 + .1 = .0506545. \n" ); document.write( "your 90% confidence interval is from .0506545 to .1493455.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "here's what 80% and 90% confidence intervals look like on a graph. \n" ); document.write( "the mean proportion is .1 (10/100 = .1) \n" ); document.write( "the standard error is .03 (sqrt(.1*.9/100))\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( " \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \n" ); document.write( " |