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GAM modelling with autocorrelated errors

To: s-news@lists.biostat.wustl.edu
Subject: GAM modelling with autocorrelated errors
From: Angus Webb <Angus.Webb@sci.monash.edu.au>
Date: Thu, 27 May 2004 10:11:55 +1000
Organization: Monash University
I am attempting to do some GAM modelling of time series of water quality
data. The problem is that the residuals are autocorrelated, and this
needs to be fixed by fitting a lag-1 autoregressive model to the errors.

Is there an easy way of doing this within the GAM procedure (similar to
using "corr=corAR1(x)" in GLS? Or is there some other work-around that
has been developed?

I am using S-Plus 6.2 for Windows.
Any help would be much appreciated.
Angus Webb

-- 
Dr J. Angus Webb
Research Fellow
Water Studies Centre
CRC for Freshwater Ecology & Department of Chemistry
Monash University
Clayton Campus, 3800
Vic, Australia

ph:     +61 3 9905 4198
fax:    +61 3 9905 4196

email:  angus.webb@sci.monash.edu.au

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