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tmp1
2004 Sep 16
3
Estimating parameters for a bimodal distribution
...rs: two
means, two standard deviations, and one proportion. Here is the code I've
been using in S:
btmp.bi <- function(vec, p, m1, m2, sd1, sd2)
{
(exp(p)/(1+exp(p)))*dnorm(vec,mean=m1,sd=abs(sd1))+
(1-(exp(p)/(1+exp(p))))*dnorm(vec,mean=m2,sd=abs(sd2))
}
btmp11 <- ms( ~ - sum(log((btmp.bi(btmp1$Temp, p, m1, m2,
s1, s2)))), start = list(p = 0.4, m1 = 38, m2 = 40, s1
= 1, s2 = 1), control = list(maxiter = 200))
I have looked in the archives and tried various alternatives, especially
optim(), but so far have had nothing but fr...