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), ). For details see Niku et al. (2019a) and Niku et al. (2019b) .


Reference manual

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1.2.2 by Jenni Niku, 6 months ago

Browse source code at

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

Suggests knitr, rmarkdown, testthat, gclus, corrplot, lattice

Linking to TMB, RcppEigen

See at CRAN