Hi R users,
Is is possible for me to use the try function with boot? I would to do
the bootstraping with a nonlinear model(it works well when R < 1000).
But it does not work very well (when R is large) thus I try to use
"try" to resolve. I put the try function in two cases:
case1: put the try in front of the boot
c1.try<-try(boot(c1data, statistic = c1.fun, R=3999),silent=T)
c1.try
[1] "Error in nls(formula = density ~ nmf(time, alpha, delta, psi,
tau, gamma), : \n Convergence failure: false convergence (8)\n"
attr(,"class")
[1] "try-error"
case2: put the try in front of the nls
c1.nmf<-try(nls(density~nmf(time, alpha, delta, psi, tau, gamma),
+ algorithm="port",data=c1,
+ lower=c(alpha=0.1, delta=0, psi=0.2, tau=1, gamma=-5),
+ upper=c(alpha=0.6, delta=0.1, psi=3, tau=7, gamma=2),
+ start=c(alpha=0.35, delta=0, psi=0.99, tau=4.5,
gamma=-1.2)),silent=T)
c1.try<-boot(c1data, statistic = c1.fun, R=3999)
Error in nls(formula = density ~ nmf(time, alpha, delta, psi, tau,
gamma), :
Convergence failure: iteration limit reached without convergence
Any suggestion will be helpful.
Many thanks in advance
Chunhao
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