document.write( "Question 590337: probability of failure of compnent is 0.06. Than what is the probability of failure of 109 components
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Algebra.Com's Answer #375155 by Theo(13342) You can put this solution on YOUR website! if the probability of failure of one component is .06, then the probability of success of one component is 1 - .06 = .97 \n" ); document.write( "if you take a sample of n components, then the formula for the number of failures in that sample would be: \n" ); document.write( "p(x failures) = C(n,x) * p^x * q^(n-x) \n" ); document.write( "C(n,x) equals the combination formula of n! / (x! * (n-x)!) \n" ); document.write( "p^x equals the probability of failure raised to the power of x. \n" ); document.write( "q^(n-x) equals the probability of success raised to the power of (n-x). \n" ); document.write( "example: \n" ); document.write( "you draw a sample of 3 components. \n" ); document.write( " \r\n" ); document.write( "p(0 failures) = C(3,0) * .06^0 * .94^3 which equals .830584\r\n" ); document.write( "p(1 failure) = C(3,1) * .06^1 * .94^2 which equals .159048\r\n" ); document.write( "p(2 failures) = C(3,2) * .06^2 * .94^1 which equals .010152\r\n" ); document.write( "p(3 failures) = C(3,3) * .06^3 * .94^0 which equals .000216\r\n" ); document.write( "total of all possible probabilities is equal to: 1.00000\r\n" ); document.write( " \n" ); document.write( "the sum of all probabilities is equal to 1 as it should be.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "if you draw a sample of 1000 components, then the sum of all probabilities will still be equal to 1 but each possible probability will be much less. \n" ); document.write( "example: \n" ); document.write( "the probability of exactly 106 defective components out of the sample of 1000 components is equal to: \n" ); document.write( "C(1000,106) * .06^106 * .97^894 which is equal to ????? \n" ); document.write( "my calculator is unable to calculate this. \n" ); document.write( "it tells me that C(100,106) is too large for it to handle (overflow error). \n" ); document.write( "it tells me that .06^106 is equal to 0. \n" ); document.write( "it tells me that .94^894 is equal to 9.468934625 * 10^(-25)\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "suffice it to say that the probability of getting 106 defective components out of a batch of 1000 components is extremely small.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "try something like 50 failures out of a batch of 100 components. \n" ); document.write( "you get: \n" ); document.write( "p(50 failures) = C(100,50) * .06^50 * .94^50 which is equal to 3.696656602 * 10^(-34) \n" ); document.write( "that's a very small number.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \n" ); document.write( " |