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The following topics are covered in this page:
Fitting a continuous distribution to data
The R GAMLSS packages
The GAMLSS software is implemented in a series of packages in the R language ((R Development Core Team, 2007), and it is available from CRAN the R library at www.r-project.org . Note that dependencies of the packages have changed radically in version 3.0-0.
The GAMLSS software currently comprises of the following different packages:
- the original
gamlsspackage for fitting GAMLSS (now depends ongamlss.distandgamlss.data - the
gamlss.addexperimental package for new additive terms (not in CRAN). - the
gamlss.bootexperimental package for bootstrapping centile curves (not in CRAN). - the
gamlss.censpackage for fitting censored (interval) response variables. - the
gamlss.datapackage for all example data used in GAMLSS - the
gamlss.demopackage for demos usingrpanel. - the
gamlss.distpackage for allgamlss.familydistributions - the
gamlss.mxpackage for fitting finite mixture distributions. - the
gamlss.nlpackage for fitting nonlinear models - the
gamlss.rsmexperimental package for fitting randomly stopped models (not in CRAN). - the
gamlss.sparseexperimental package using sparse matrices (not general yet therefore not in CRAN). - the
gamlss.trpackage for fitting truncated distributions. - the
gamlss.utilpackage having functions not necessarily related to GAMLSS (not in CRAN).
All the gamlss.family distributions are now implemented in the package gamlss.dist .
Downloading the R GAMLSS packages
The following table shows all the latest version:
| the packages | zip for windows | the tar zip files |
| gamlss 4.0.0 (the original) | zip | tar | gamlss.add 4.0.0 additional additive terms (test version) | zip | tar |
| gamlss.boot 1.6.5 (test version) | zip | tar |
| gamlss.cens 4.0.0 (interval response) | zip | tar | gamlss.data 4.0.0 (all data files) | zip | tar |
| gamlss.demo 4.0.0 (demos) | zip | tar |
| gamlss.dist 4.0.0 (all distributions) | zip | tar |
| gamlss.mx 4.0.0 (for finite mixtures) | zip | tar |
| gamlss.nl 4.0.0 (for non linear terms) | zip | tar | gamlss.rms 1.0.0 (test version of randomly stopped models) | zip | tar | gamlss.sparse 0.0.1 (using sparse matrices) | zip | tar |
| gamlss.tr 4.0.0 (for truncated distributions) | zip | tar | gamlss.util 4.0.0 (functions for extra utilities ) | zip | tar |
The manuals for the packages
The gamlss packages reference card .
Each packages has its individual help files. Here is a list of whet user may find useful.
- The second edition of the manual of the
gamlsspackage in pdf form. This is a good starting point covering most of the topics of the originalgamlsspackage. - The Journal of Statistical software paper which has a brief introduction to GAMLSS and shows how the models can be used in practice.
- Course note from the Utrecht 2008 short course on GAMLSS.
Extra data
Data used in the RSS paper- Return to the top
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