Other packages > Find by keyword >

lglasso  

Longitudinal Graphical Lasso
View on CRAN: Click here


Download and install lglasso package within the R console
Install from CRAN:
install.packages("lglasso")

Install from Github:
library("remotes")
install_github("cran/lglasso")

Install by package version:
library("remotes")
install_version("lglasso", "0.1.0")



Attach the package and use:
library("lglasso")
Maintained by
Jie Zhou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-15
Latest Update: 2022-01-15
Description:
For high-dimensional correlated observations, this package carries out the L_1 penalized maximum likelihood estimation of the precision matrix (network) and the correlation parameters. The correlated data can be longitudinal data (may be irregularly spaced) with dampening correlation or clustered data with uniform correlation. For the details of the algorithms, please see the paper Jie Zhou et al. Identifying Microbial Interaction Networks Based on Irregularly Spaced Longitudinal 16S rRNA sequence data .
How to cite:
Jie Zhou (2022). lglasso: Longitudinal Graphical Lasso. R package version 0.1.0, https://cran.r-project.org/web/packages/lglasso. Accessed 13 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited lglasso R package
View lglasso citation profile
Other R packages that lglasso depends, imports, suggests or enhances
Complete documentation for lglasso
Functions, R codes and Examples using the lglasso R package
Some associated functions: heterlongraph . homolongraph . iss . lglasso . ll_homo . lli_homo . logdensity . mle . mle_alpha . mle_net . mle_tau . phifunction . sample_data . 
Some associated R codes: heterFunction.R . homoFunction.R . sample_data.R . sharedFunction.R .  Full lglasso package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
kangar00  
Kernel Approaches for Nonlinear Genetic Association Regression
Methods to extract information on pathways, genes and various single-nucleotid polymorphisms (SNPs) ...
Download / Learn more Package Citations See dependency  
IATscores  
Implicit Association Test Scores Using Robust Statistics
Compute several variations of the Implicit Association Test (IAT) scores, including the D scores (Gr ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
iAdapt  
Two-Stage Adaptive Dose-Finding Clinical Trial Design
Simulate and implement early phase two-stage adaptive dose-finding design for binary and quasi-conti ...
Download / Learn more Package Citations See dependency  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

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