gllvm
Generalized Linear Latent Variable Models
Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation is performed using either the Laplace method, variational approximations, or extended variational approximations, implemented via TMB (doi:10.18637/jss.v070.i05).
- Version2.0
- R versionunknown
- LicenseGPL-2
- Needs compilation?Yes
- gllvm citation info
- Last release11/26/2024
Documentation
- VignetteAnalysing multivariate abundance data using gllvm
- VignetteAnalysing high-dimensional microbial community data using gllvm
- VignetteIntroduction to gllvm Part 1: Ordination
- VignetteIntroduction to gllvm Part 2: Species correlations
- VignetteHow to use the quadratic response model
- VignetteOrdination with predictors
- VignettePhylogenetic random effects
- VignetteAnalysing sparse ecological percent cover data using gllvm
- VignetteCorrelation structures for latent variables and row effects
- MaterialREADME
- MaterialNEWS
- In ViewsEnvironmetrics
Team
Jenni Niku
MaintainerShow author detailsRiki Herliansyah
Show author detailsRolesAuthorBert van der Veen
Show author detailsRolesAuthorFrancis K.C. Hui
Show author detailsRolesAuthorDavid I. Warton
Show author detailsRolesAuthorWesley Brooks
Show author detailsRolesAuthorSara Taskinen
Pekka Korhonen
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 983 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 40 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 8,024 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Mar 24, 2025 with 79 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Depends1 package
- Imports7 packages
- Suggests8 packages
- Linking To2 packages
- Reverse Suggests1 package