Hello,
I am running a step.gam with 21 explanatory variables. I run into a problem
with the "Error: cannot allocate vector of size 437.9 Mb" if the list of
explanatory variables is longer than 17. I have to comment out 4 of the
variables and can't test than 17 variables (see below). I am wondering if
there is a work around this problem.
Please help,
Mahesh
gam.object <- gam(YVAR~1, data=gam.data)
step.object <-step.gam(gam.object, scope=list(
"FAC1"=~1+FAC1,
"FAC2"=~1+FAC2,
"FAC3"=~1+FAC3,
"NUM1"=~1+NUM1+ns(NUM1,df=2),
"NUM2"=~1+NUM2+ns(NUM2,df=2),
"NUM3"=~1+NUM3+ns(NUM3,df=2),
"NUM4"=~1+NUM4+ns(NUM4,df=2),
"NUM5"=~1+NUM5+ns(NUM5,df=2),
"NUM6"=~1+NUM6+ns(NUM6,df=2),
"NUM7"=~1+NUM7+ns(NUM7,df=2),
"NUM8"=~1+NUM8+ns(NUM8,df=2),
"NUM9"=~1+NUM9+ns(NUM9,df=2),
"NUM10"=~1+NUM10+ns(NUM10,df=2),
"NUM11"=~1+NUM11+ns(NUM11,df=2),
"NUM12"=~1+NUM12+ns(NUM12,df=2),
"NUM13"=~1+NUM13+ns(NUM13,df=2),
"NUM14"=~1+NUM14+ns(NUM14,df=2)
#"NUM15"=~1+NUM15+ns(NUM15,df=2),
#"NUM16"=~1+NUM16+ns(NUM16,df=2),
#"NUM17"=~1+NUM17+ns(NUM17,df=2),
#"NUM18"=~1+NUM18+ns(NUM18,df=2)
))
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