document.write( "Question 1174739: Please help me solve this:\r
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document.write( "It has been known in the past that the average number of children of
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document.write( "a Filipino family is 6. A random sample of 25 families were selected and
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document.write( "found to have an average of 3 children with a standard deviation of 1
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document.write( "child. Can we say that the number of children of a Filipino family has
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document.write( "gone lower? \r
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document.write( "Thank you! \n" );
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Algebra.Com's Answer #800225 by Theo(13342)![]() ![]() You can put this solution on YOUR website! it sure sounds like it.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "let's see what the statistical analysis says.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "sample size is 25 \n" ); document.write( "average is 3 children per family. \n" ); document.write( "standard deviation is 1 child.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "since the standard deviation is from the sample rather than the population, then the t-score analysis is considered.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the standard error is equal to the sample standard deviation divided by the square root of the sample size.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "that makes the standard error equal to 1/sqrt(25) = 1/5 = .2.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the t-score is equal to (x - m) / s\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "x is the raw score from the sample \n" ); document.write( "m is the assumed mean from the population. \n" ); document.write( "s is the standard error.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the standard error is the standard deviation of the distribution of sample means.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "the t-score is equal to (3 - 6) / .2 = -3/.2 = -15.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "at two-tailed 99% confidence interval, the critical t-score with 24 degrees of freedom (sample size minus 1 = degrees of freedom) would be plus or minus 2.797.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "a t-score of -15 with 24 degrees of freedom is well beyond the left side critical t-score of-2.797 with 24 degrees of freedom.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "it appears that there is overwhelming evidence that the average number of children in a filipino family has gone lower.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "it's pretty safe to say that it has.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "here's the critical t-score table that i used.\r \n" ); document.write( " \n" ); document.write( "\n" ); document.write( "https://www.sjsu.edu/faculty/gerstman/StatPrimer/t-table.pdf\r \n" ); document.write( " \n" ); document.write( " \n" ); document.write( " \n" ); document.write( " \n" ); document.write( "\n" ); document.write( " \n" ); document.write( " |