RaProR: Calculate Sketches using Random Projections to Reduce Large Data Sets

Calculate sketches of a data set reducing the number of observations using random projections. These can be used for Bayesian or frequentist linear regression on large data sets as described in Geppert et. al (2017) <doi:10.1007/s11222-015-9608-z>.

Version: 1.1-5
Imports: utils
Published: 2019-08-06
Author: Leo N. Geppert [aut, cre, cph], Katja Ickstadt [aut], Alexander Munteanu [aut], Jens Quedenfeld [aut, cph], Ludger Sandig [aut, cph], Christian Sohler [aut]
Maintainer: Leo N. Geppert <geppert at statistik.uni-dortmund.de>
License: GPL (≥ 3)
NeedsCompilation: yes
CRAN checks: RaProR results

Downloads:

Reference manual: RaProR.pdf
Package source: RaProR_1.1-5.tar.gz
Windows binaries: r-devel: RaProR_1.1-5.zip, r-release: RaProR_1.1-5.zip, r-oldrel: RaProR_1.1-5.zip
OS X binaries: r-release: RaProR_1.1-5.tgz, r-oldrel: RaProR_1.1-5.tgz
Old sources: RaProR archive

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