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<!DOCTYPE pkgmetadata SYSTEM "http://www.gentoo.org/dtd/metadata.dtd">
<pkgmetadata>
	<longdescription>
		Hypergraph Variable Selection // Performs hypergraph-based
		setwise variable selection with false discovery rate control
		(Organ, Kenney  Gu, 2026, doi:10.48550/arXiv.2606.20514). The
		idea is, in addition to selecting individual predictors when
		there is sufficient evidence, to also test all pairs of
		predictors, and when there is insufficient evidence to be sure
		which is the true predictor, it will select possibly
		overlapping pairs, for which there is strong evidence that at
		least one is a true predictor. The method is designed to
		control a generalised false discovery rate, where discoveries
		are counted based on the number of independent sets. The
		function of this package is similar to the 'hypergraph.sizing'
		package, but this package is optimised for faster computation
		in the case where we test all pairs of predictors. The package
		also includes functions for counting independent sets in a
		graph or hypergraph, either exactly or approximately. There is
		also a very limited function for isotonic regression, which is
		designed for fast computation in the specific case needed for
		hypergraph variable selection, rather than for general use.
	</longdescription>
</pkgmetadata>
