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LPGraph

Nonparametric Smoothing of Laplacian Graph Spectra

v2.1 · Jan 30, 2020 · GPL-2

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).

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CRAN incoming feasibility

Maintainer: ‘Kaijun Wang <kaijun.wang@temple.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Subhadeep",
                      family = "Mukhopadhyay",
                      role = "aut"),
               person(given = "Kaijun",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "kaijun.wang@temple.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Kaijun Wang <kaijun.wang@temple.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Subhadeep",
                      family = "Mukhopadhyay",
                      role = "aut"),
               person(given = "Kaijun",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "kaijun.wang@temple.edu"))
as necessary.
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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Kaijun Wang <kaijun.wang@temple.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Subhadeep",
                      family = "Mukhopadhyay",
                      role = "aut"),
               person(given = "Kaijun",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "kaijun.wang@temple.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Kaijun Wang <kaijun.wang@temple.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Subhadeep",
                      family = "Mukhopadhyay",
                      role = "aut"),
               person(given = "Kaijun",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "kaijun.wang@temple.edu"))
as necessary.

Reverse Dependencies (2)

depends

imports

Dependency Network

Dependencies Reverse dependencies car PMA LPKsample LPsmooth LPGraph

Version History

new 2.1 Mar 10, 2026