Authors: | Roger Koenker, Pin Ng | ||||
Title: | SparseM: A Sparse Matrix Package for R * | ||||
Abstract: | SparseM provides some basic R functionality for linear algebra with sparse matrices. Use of the package is illustrated by a family of linear model fitting functions that implement least squares methods for problems with sparse design matrices. Significant performance improvements in memory utilization and computational speed are possible for applications involving large sparse matrices. | ||||
Page views:: 8710. Submitted: 2002-11-06. Published: 2003-02-28. |
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Paper: |
SparseM: A Sparse Matrix Package for R *
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DOI: |
10.18637/jss.v008.i06
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![]() This work is licensed under the licenses Paper: Creative Commons Attribution 3.0 Unported License Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license. |