xyz: The 'xyz' Algorithm for Fast Interaction Search in High-Dimensional Data

High dimensional interaction search by brute force requires a quadratic computational cost in the number of variables. The xyz algorithm provably finds strong interactions in almost linear time. For details of the algorithm see: G. Thanei, N. Meinshausen and R. Shah (2016). The xyz algorithm for fast interaction search in high-dimensional data <https://arxiv.org/pdf/1610.05108v1.pdf>.

Version: 0.2
Imports: stats, Rcpp (≥ 0.12.6)
LinkingTo: Rcpp
Suggests: knitr, rmarkdown
Published: 2017-04-03
Author: Gian-Andrea Thanei
Maintainer: Gian-Andrea Thanei <thanei at stat.math.ethz.ch>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: yes
SystemRequirements: C++11
Materials: README
CRAN checks: xyz results

Downloads:

Reference manual: xyz.pdf
Vignettes: Vignette Title
Package source: xyz_0.2.tar.gz
Windows binaries: r-devel: xyz_0.2.zip, r-release: xyz_0.2.zip, r-oldrel: xyz_0.2.zip
OS X El Capitan binaries: r-release: xyz_0.2.tgz
OS X Mavericks binaries: r-oldrel: xyz_0.2.tgz
Old sources: xyz archive

Linking:

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