Generalized Linear Latent Variable Models

Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation is performed using either Laplace approximation method or variational approximation method implemented via TMB (Kristensen et al., (2016), ). Details for gllvm, see Hui et al. (2015) and (2017) and Niku et al. (2017) .


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("gllvm")

1.1.3 by Jenni Niku, 2 days ago


Browse source code at https://github.com/cran/gllvm


Authors: Jenni Niku , Wesley Brooks , Riki Herliansyah , Francis K.C. Hui , Sara Taskinen , David I. Warton


Documentation:   PDF Manual  


GPL-2 license


Imports MASS, Matrix, mvtnorm, statmod, fishMod, mgcv

Depends on TMB, mvabund

Linking to TMB, RcppEigen


See at CRAN