On 27/08/2012 01:51, Leila Brook wrote: > > Leila, You may also want to have a look at the gamlss package....it allows you to model higher moments as a function of covariates for a large number of distributions. I think this would be my first stop...before digging into Bayesian stuff. Kind regards, Alain > > Thanks very much for your advice on how to deal with > heteroscedasticity in a generalised model. > > I will look into Bayesian methods (MCMCglmm/WinBUGS) to try and > resolve the violation. > > Kind regards, > Leila Brook > > *Leila Brook* > > PhD Candidate > > School of Marine and Tropical Biology > > Australian Tropical Sciences and Innovation Precinct > > James Cook University > > Townsville QLD 4811 > -- Dr. Alain F. Zuur First author of: 1. Analysing Ecological Data (2007). Zuur, AF, Ieno, EN and Smith, GM. Springer. 680 p. URL: www.springer.com/0-387-45967-7 2. Mixed effects models and extensions in ecology with R. (2009). Zuur, AF, Ieno, EN, Walker, N, Saveliev, AA, and Smith, GM. Springer. http://www.springer.com/life+sci/ecology/book/978-0-387-87457-9 3. A Beginner's Guide to R (2009). Zuur, AF, Ieno, EN, Meesters, EHWG. Springer http://www.springer.com/statistics/computational/book/978-0-387-93836-3 4. Zero Inflated Models and Generalized Linear Mixed Models with R. (2012) Zuur, Saveliev, Ieno. http://www.highstat.com/book4.htm Other books: http://www.highstat.com/books.htm Statistical consultancy, courses, data analysis and software Highland Statistics Ltd. 6 Laverock road UK - AB41 6FN Newburgh Tel: 0044 1358 788177 Email: highstat@highstat.com URL: www.highstat.com URL: www.brodgar.com [[alternative HTML version deleted]]