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LPGraph
View on CRAN: Click
here
Download and install LPGraph package within the R console
Install from CRAN:
install.packages("LPGraph")
Install from Github:
library("remotes")
install_github("cran/LPGraph") Install by package version:
library("remotes")
install_version("LPGraph", "2.1") Attach the package and use:
library("LPGraph")
Maintained by
Kaijun Wang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-09
Latest Update: 2020-01-30
Description:
A nonparametric method to approximate Laplacian graph spectra of a network with
ordered vertices. This provides a computationally efficient algorithm for obtaining an
accurate and smooth estimate of the graph Laplacian basis. The approximation results can
then be used for tasks like change point detection, k-sample testing, and so on. The
primary reference is Mukhopadhyay, S. and Wang, K. (2018, Technical Report).
How to cite:
Kaijun Wang (2018). LPGraph: Nonparametric Smoothing of Laplacian Graph Spectra. R package version 2.1, https://cran.r-project.org/web/packages/LPGraph. Accessed 06 Oct. 2026.
Previous versions and publish date:
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View LPGraph citation profile
Other R packages that LPGraph depends,
imports, suggests or enhances
Complete documentation for LPGraph
Functions, R codes and Examples using
the LPGraph R package
Some associated functions: LP.basis . LP.struct.test . LPGraph-package . LPSpectral . senate .
Some associated R codes: LP.basis.R . LP.struct.test.R . LPSpectral.R . Laplacian.R . wt.mean.R . Full LPGraph package functions and examples
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