Plots four diagnostic plots for checking the model
assumptions and supporting model selection for a
plot.glmmlasso shows four diagnostic plots which support
checking the model assumption, model fit and may give hints for
another model. 1) The first plot depicts the Tukey-Anscombe plot on
the predictor scale. Points with the same
color belong to the same group. 2) Plot depending on the GLM
family. For family="poisson", the fitted values against the observed
values is shown. For family="binomial", the Tukey-Anscombe plot on the response
scale is depicted. 3) QQ-Plot of the
predicted random effects. Be careful with the interpretation since the
random effects have not been standardized. The color shows which
points belong to the same random-effects covariate. 4) A histogram of
the fixed-effects coefficients. For the interpretation of the
Tukey-Anscombe plot in GLMs, see Faraway (2006).
Julian J. Faraway (2006) Extending the Linear Model with R, Chapman and Hall/CRC.
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