[R] lme, lmer, gls, and spatial autocorrelation

Alain Zuur highstat at highstat.com
Tue Aug 25 23:24:50 CEST 2009

Ben Bolker wrote:
> My two cents: this is a hard problem to do, period (not just in R).
> I would second the recommendation of the Dormann et al paper listed
> below; also see Zuur, Alain F., Elena N. Ieno, Neil J. Walker, Anatoly A.
> Saveliev, and Graham M. Smith. Mixed Effects Models and Extensions in
> Ecology with R. 1st ed. Springer, 2009.
> Thanks for the ref..:-)
> The last chapter in the book discusses Poisson + auto-correlation with
> MCMC. It shouldn't be too difficult to replace the AR-1 by some of these
> spatial correlation structures...I guess...I hope.

Dr. Alain F. Zuur
First author of:

1. Analysing Ecological Data (2007).
Zuur, AF, Ieno, EN and Smith, GM. Springer. 680 p.

2. Mixed effects models and extensions in ecology with R. (2009).
Zuur, AF, Ieno, EN, Walker, N, Saveliev, AA, and Smith, GM. Springer.

3. A Beginner's Guide to R (2009).
Zuur, AF, Ieno, EN, Meesters, EHWG. Springer

Statistical consultancy, courses, data analysis and software
Highland Statistics Ltd.
6 Laverock road
UK - AB41 6FN Newburgh
Email: highstat at highstat.com
URL: www.highstat.com

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