Dear useRs,
I wrote a function that simulates a stochastic model in discrete time.
The problem is that the stochastic parameters should not be negative and
sometimes they happen to be.
How can I conditionate it to when it draws a negative number, it transforms
into zero in that time step?
Here is the function:
stochastic_prost <- function(Fmean, Fsd, Smean, Ssd, f, s, n, time, out=FALSE,
plot=TRUE) {
nt <- rep(0, time)
nt[1] <- n
for(n in 2:time) {
nt[n] <- 0.5*rnorm(1, Fmean, Fsd)*rnorm(1, Smean,
Ssd)*exp(1)^(-(f+s)*nt[n-1])*nt[n-1]}
if(out==TRUE) {print(data.frame(nt))}
if(plot==TRUE) {plot(1:time, nt, type='l', main='Simulation',
ylab='Population', xlab='Generations')}
}
The 2 rnorm()'s should not be negative; when negative they should turn into
zero.
Thanks in advance,
Rafael
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