Other packages > Find by keyword >

LPGraph  

Nonparametric Smoothing of Laplacian Graph Spectra
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]
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 22 Dec. 2024.
Previous versions and publish date:
1.0 (2018-04-09 16:46), 2.0 (2018-05-13 05:04)
Other packages that cited LPGraph R package
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA