The GAMLSS Books
There are three books on GAMLSS;
- `Flexible Regression and Smoothing: Using GAMLSS in R’ was published in 2017. See here for an old draft version.
- `Distributions for Location Scale and Shape: Using GAMLSS in R’, it is published in 2019. See here for the November 2017 draft version of the book.
- `Generalised Additive Models for Location Scale and Shape: A Distributional Regression Approach with Aplications’. R material from this book can be found in https://gamlssbook.bitbucket.io/
Vignettes
- Zero adjusted distributions on the positive real line
- Inflated distributions on the interval [0, 1]
- The GMRF implementation in GAMLSS
Videos
- An introduction to GAMLSS in youtube is provided by http://www.wekaleamstudios.co.uk
The GAMLSS R reference card
The gamlss packages reference card is available here
Old manuals and booklets from past short courses
- The second edition of the manual of the gamlss package in pdf form ( it is now dated since was created in 2008).
- The Journal of Statistical Software which has a brief introduction to GAMLSS and shows how the models can be used in practice.
- Course notes from the Utrecht 2008 short course on GAMLSS.
- Course notes from the Lancaster 2009 short course.
- The notes for the Athens 2010 short course can be downloaded here (12 MB).
Articles
There are a lot of article where GAMLSS is used as the major tool in the analysis. We used to show some of the articles here but the task become un-sustainable because it needed constant updating. A google search is lot more efficient way of finding the latest articles related to GAMLSS.
You may submit your suggestions and/or additions for this list through our Contact form.
