SparseM: A Sparse Matrix Package forR

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SparseM: A Sparse Matrix Package for R

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.

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ژورنال

عنوان ژورنال: Journal of Statistical Software

سال: 2003

ISSN: 1548-7660

DOI: 10.18637/jss.v008.i06