[R-sig-Geo] How to check model assumptions of a weighted spdep::spautolm?

Guido Schulz gosz at gmx.de
Thu Jul 2 11:15:56 CEST 2015


I would like to check the model assumptions of a weighted
spdep::spautolm model.

i.e., I would like to check if the (marginal) residuals, defined as Y -
(Signal Trend + Signal Stochastic) are homoscedastic, independent and
normal.

Unfortunately spdep::bptest.sarlm does not accept spautolm objects,
hence I cannot carry out a Breusch-Pagan test - unless there is a
workaround?

The only ideas I had so far:

- qqnorm & qqline plot of the residuals
- visual check of a map of the residuals (to identify obvious remaining
heteroscedasticity or autocorrelation)

Any suggestions?

Best,

Guido



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