Displaying 1 result from an estimated 1 matches for "global_model".
2009 Sep 14
1
How to extract partial predictions, package mgcv
Dear package mgcv users,
I am using package mgcv to describe presence of a migratory bird species as
a function of several variables, including year, day number (i.e.
day-of-the-year), duration of survey, latitude and longitude. Thus, the
"global model" is:
global_model<-gam(present ~ as.factor(year) + s(dayno, k=5) + s(duration,
k=5) + s(x, k=5) + s(y, k=5), family = binomial(link = logit), data =
presence, gamma =1.4)
The model works fine, suggesting that all the variables have strong,
non-linear, influences on the probability of detecting the species....