RegressionCommon`
RegressionCommon`

PartialSumOfSquares

As of Version 7.0, PartialSumOfSquares has become a property of LinearModelFit.

PartialSumOfSquares

is a possible value for the RegressionReport option to Regress and DesignedRegress which represents the change in the model sum of squares as nonconstant basis functions are removed.

Details

  • To use PartialSumOfSquares, you first need to load the Regression Common Functions Package. You can do this by using Needs["LinearRegression`"], which will automatically load the Regression Common Functions Package, or you can load the package directly by using Needs["RegressionCommon`"].
  • PartialSumOfSquares is useful for trimming a large set of predictors.
  • Basis functions yielding a small value for the partial sum of squares have less influence on the fit.
Wolfram Research (2007), PartialSumOfSquares, Wolfram Language function, https://reference.wolfram.com/language/RegressionCommon/ref/PartialSumOfSquares.html.

Text

Wolfram Research (2007), PartialSumOfSquares, Wolfram Language function, https://reference.wolfram.com/language/RegressionCommon/ref/PartialSumOfSquares.html.

BibTeX

@misc{reference.wolfram_2021_partialsumofsquares, author="Wolfram Research", title="{PartialSumOfSquares}", year="2007", howpublished="\url{https://reference.wolfram.com/language/RegressionCommon/ref/PartialSumOfSquares.html}", note=[Accessed: 28-July-2021 ]}

BibLaTeX

@online{reference.wolfram_2021_partialsumofsquares, organization={Wolfram Research}, title={PartialSumOfSquares}, year={2007}, url={https://reference.wolfram.com/language/RegressionCommon/ref/PartialSumOfSquares.html}, note=[Accessed: 28-July-2021 ]}

CMS

Wolfram Language. 2007. "PartialSumOfSquares." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/RegressionCommon/ref/PartialSumOfSquares.html.

APA

Wolfram Language. (2007). PartialSumOfSquares. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/RegressionCommon/ref/PartialSumOfSquares.html