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nonnet: Generate and Analyze Nonlinear Networks

Creates and detects nonlinear relations using the methods described in Slipetz, Qiu, Sun, and Henry (2026) <doi:10.48550/arXiv.2411.02763>. Use the netgen() function to generate a nonlinear network and the dcor_res() function for a residualization procedure for detecting nonlinear relations.

Version: 1.0.0
Imports: energy, mgcv, stats
Suggests: testthat (≥ 3.0.0)
Published: 2026-09-15
DOI: 10.32614/CRAN.package.nonnet (may not be active yet)
Author: Lindley Slipetz [aut, cre], Teague Henry [ctb]
Maintainer: Lindley Slipetz <ddj6tu at virginia.edu>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: NEWS
CRAN checks: nonnet results

Documentation:

Reference manual: nonnet.html , nonnet.pdf

Downloads:

Package source: nonnet_1.0.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): nonnet_1.0.0.tgz, r-release (x86_64): nonnet_1.0.0.tgz, r-oldrel (x86_64): nonnet_1.0.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.