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spatial x,y components cover 99.6% deviance #41

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leandrom84 opened this issue May 3, 2022 · 0 comments
Open

spatial x,y components cover 99.6% deviance #41

leandrom84 opened this issue May 3, 2022 · 0 comments

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@leandrom84
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dear Noam,
im dealing with data of nest sites (nido=0/1) and wanted to explore the spatial component. When running the spatial GAM i got the result that Rsq is 1.
Im not sure if im running something. At the momment my response variable (nido=0/1) is set as factor to able to use the binomail-logit function.
any toughts?
thanks so much, your post/site is amazing!!

mod4

Family: binomial
Link function: logit

Formula:
nido ~ te(x, y)

Estimated degrees of freedom:
7.63 total = 8.63

UBRE score: -0.3558566

summary(mod4)

Family: binomial
Link function: logit

Formula:
nido ~ te(x, y)

Parametric coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 26.03 97.69 0.266 0.79

Approximate significance of smooth terms:
edf Ref.df Chi.sq p-value
te(x,y) 7.626 7.94 0.267 1

R-sq.(adj) = 1 Deviance explained = 99.6%
UBRE = -0.35586 Scale est. = 1 n = 27

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