[ADMB Users] asreml ar(1) x ar(1) spatial model
dave fournier
davef at otter-rsch.com
Thu Nov 24 13:48:06 PST 2011
There was some uninformed mumbling on the R list about the non-existence of
free software to do this kind of spatial modeling. Kaspar has already posted
an ADMB example for a Poisson spatial model. I took Kaspar's code and
modified it
slightly to work for a rectangular rather than square grid, included the
calcs necessary for
a sparse tridiagonal matrix and optimizied it a bit. I modified the
objective function from
Poisson to a linear model and fit it to the wheat example. I have
included versions for
both ML and REML estimation. It should be straigthforward to modify
this code to
more complicated models such as negative binomial with various kind of
covariates
and zero inflation etc.
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