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OHPL - new package for group variable selection

1 message · Nan Xiao

Nan Xiao
# 
Dear useRs,

- I am pleased to announce that the R package OHPL is now available on
CRAN (https://CRAN.R-project.org/package=OHPL).

The package implements the ordered homogeneity pursuit lasso (OHPL)
algorithm for group variable selection proposed in Lin et al. (2017)
<doi:10.1016/j.chemolab.2017.07.004>. The OHPL method exploits the
homogeneity structure in high-dimensional data and enjoys the grouping
effect to select groups of important variables automatically. This
feature makes it particularly useful for high-dimensional datasets with
strongly correlated variables, such as spectroscopic data.

For more information, please see https://OHPL.io.

Cheers,
-Nan