[R] R: optim
Clark Allan
Allan at STATS.uct.ac.za
Tue Sep 6 12:53:46 CEST 2005
hi all
i dont understand the error message that is produced by the optim
function. can anybody help???
ie:
[[1]]$message
[1] "CONVERGENCE: REL_REDUCTION_OF_F <= FACTR*EPSMCH"
can anyone help?
###########################################################################
SK.FIT(XDATA=a,XDATAname="a",PHI1=1,v=5,vlo=2,vhi=300,phi2lo=.01)
[[1]]
[[1]]$par
[1] -0.01377906 0.83859445 0.34675230 300.00000000
[[1]]$value
[1] 90.59185
[[1]]$counts
function gradient
53 53
[[1]]$convergence
[1] 0
[[1]]$message
[1] "CONVERGENCE: REL_REDUCTION_OF_F <= FACTR*EPSMCH"
#################################################################################
i ghave included the function used in the optim call:
SKEWMLE=function(l,DATA=XDATA,...)
{
#alpha = l[1]
#beta = l[2]
#phi2 = l[3]
#v= l[4]
phi1=PHI1
DATA<-as.matrix(DATA)
fnew<-function(x,y,l,...)
{
#when we do not estimate phi1
t1=(1+((y-l[1]-l[2]*x)^2)/(l[4]*l[3]^2))^(-0.5*(1+l[4]))
t2=(1+(x^2)/l[4])^(-0.5*(1+l[4]))
t3=2*((gamma(0.5*(1+l[4]))/(gamma(0.5*l[4])*sqrt(l[4]*pi)))^2)/l[3]
t1*t2*t3
}
a<-double(length(DATA))
y=DATA
a=apply(y,1,function(q)
log(integrate(fnew,lower=0,upper=Inf,y=q,l=l)$value))
-sum(a)
}
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