document.write( "Question 40572: How does regression relate to linear algebra?\r
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document.write( "What are some limitations of linear regression? What are the risks? \n" );
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Algebra.Com's Answer #25991 by stanbon(75887)![]() ![]() ![]() You can put this solution on YOUR website! How does regression relate to linear algebra? \n" ); document.write( "Linear regression relates to the linear model \n" ); document.write( "which is the best least-squares fit to a set \n" ); document.write( "of two-dimensional data points. The word \n" ); document.write( "regression is used because this technique was \n" ); document.write( "early on used to show that the children of \n" ); document.write( "exceptional parents \"regress\" toward the average \n" ); document.write( "rather than exhibit more exceptional quality.\r \n" ); document.write( "\n" ); document.write( "What are some limitations of linear regression? What are the risks? \n" ); document.write( "Some regression lines are much better fit to the data \n" ); document.write( "than others. Therefore not all regression lines can \n" ); document.write( "be used as a good predictor of values: in particular \n" ); document.write( "the regression equation should not be used for prediction \n" ); document.write( "of values which fall outside the range of the data used \n" ); document.write( "to generate the regression equation. \n" ); document.write( "For further information use Google to search \"Mathworld \n" ); document.write( "linear regression\". \n" ); document.write( "Cheers, \n" ); document.write( "Stan H. \n" ); document.write( " \n" ); document.write( " |