It allows us to fit Gaussian Markov Random Field within the Generalized Additive Models for Location Scale and Shape algorithms.
The DESCRIPTION file:
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Fernanda De Bastiani [aut, cre, cph], Mikis Stasinopoulos [aut], Robert Rigby [aut]
Maintainer: Fernanda De Bastiani <firstname.lastname@example.org>
Rigby, R. A. and Stasinopoulos D. M. (2005). Generalized additive models for location, scale and shape,(with discussion), Appl. Statist., 54, part 3, pp 507-554. Rue and Held (2005) Gaussian markov random fields: theory and applications, Chapman & Hall, USA.
Stasinopoulos D. M., Rigby R.A. and Akantziliotou C. (2006) Instructions on how to use the GAMLSS package in R. Accompanying documentation in the current GAMLSS help files, (see also http://www.gamlss.org/).
Stasinopoulos D. M. Rigby R.A. (2007) Generalized additive models for location scale and shape (GAMLSS) in R. Journal of Statistical Software, Vol. 23, Issue 7, Dec 2007, http://www.jstatsoft.org/v23/i07.
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Loading required package: gamlss.dist Loading required package: MASS Loading required package: gamlss Loading required package: splines Loading required package: gamlss.data Loading required package: nlme Loading required package: parallel ********** GAMLSS Version 5.0-2 ********** For more on GAMLSS look at http://www.gamlss.org/ Type gamlssNews() to see new features/changes/bug fixes. Loading required package: gamlss.add Loading required package: mgcv This is mgcv 1.8-20. For overview type 'help("mgcv-package")'. Loading required package: nnet Attaching package: 'nnet' The following object is masked from 'package:mgcv': multinom Loading required package: rpart Loading required package: spam Loading required package: dotCall64 Loading required package: grid Spam version 2.1-1 (2017-07-02) is loaded. Type 'help( Spam)' or 'demo( spam)' for a short introduction and overview of this package. Help for individual functions is also obtained by adding the suffix '.spam' to the function name, e.g. 'help( chol.spam)'. Attaching package: 'spam' The following objects are masked from 'package:base': backsolve, forwardsolve
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