Description: Routines for log-linear models of incomplete contingency tables,
including some latent class models via EM and Fisher scoring

including some latent class models, via EM and Fisher scoring

Packaged: Thu Sep 15 14:11:16 2005; davidD

Packaged: Sun Mar  1 12:30:14 2009; hornik

Packaged: Fri Apr  7 10:37:04 2006; hornik

Author: David Duffy <David.Duffy@qimr.edu.au>.  C code in emgllmfitter
Description: Routines for log-linear models of incomplete contingency
tables, including some latent class models, via EM and Fisher

C code in emgllmfitter by Andreas Borg <borg@imbei.uni-mainz.de>

approaches. Allows bootstrapping. See Espeland and Hui (1987)

Title: Generalized Linear Latent Variable Models
Author: Jenni Niku, Wesley Brooks, Riki Herliansyah, Francis K.C. Hui, Sara Taskinen, David I. Warton
Description: Generalized linear latent variable model (gllvm) for analyzing multivariate data.
Estimation is performed using either Laplace approximation or variational approximation method implemented via TMB (Kristensen et al., (2016), <doi:10.18637/jss.v070.i05>).
Imports: Rcpp (>= 0.12.11), MASS, Matrix, mvtnorm, statmod, fishMod

Imports: MASS, Matrix, mvtnorm, statmod, fishMod

Description: 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), <doi:10.18637/jss.v070.i05>).

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

For details see Niku et al. (2019) <doi:10.1371/journal.pone.0216129>.
Suggests: knitr, rmarkdown, testthat, gclus, corrplot, lattice

Author: Jenni Niku, Wesley Brooks, Riki Herliansyah, Francis K.C. Hui, Sara Taskinen, David I. Warton, Bert van der Veen

Authors@R: c(person("Jenni", "Niku", role = c("aut", "cre"), email = "jenni.m.e.niku@jyu.fi"),
person("Wesley", "Brooks", role = "aut"),
person("Riki", "Herliansyah", role = "aut"),
person("Francis K.C.", "Hui", role = "aut"),
person("Sara", "Taskinen", role = "aut"),
person("David I.", "Warton", role = "aut"),
person("Bert", "van der Veen", role = "aut"))