Robin,
On Wed, Apr 24, 2013 at 11:24 AM, Robin Tviet <robintv...@outlook.com>wrote:
>
> I am trying to understand how to use the flexmix package, I have read the
> Leisch paper but am very unclear what is needed for the M-step driver. I
> am just fitting a simple linear regression model. The documentation is far
> from clear what the FLXmclust function does, but, it in principle could do
> all I need, however, I do not get sentible results as if I try the
> following the result is poor:
>
> x<-c()
> for(i in
> 0:99){x$y[2*i]=(0+i);x$x[2*i]=i;x$x[2*i+1]=i;x$y[2*i+1]=i+1000;x$g[2*i]=1;x$g[2*i+1]=2}
> m1<-flexmix(y~x ,data=x,k=2)
> table(x$g,m1@cluster)
>
> 1 2
> 1 25 74
> 2 67 33
>
there is no correlation between x and y, nor within groups, nor between
groups so not sure why your model would make sense; the following model
runs just (although it also depends on starting values whether the result
is the 2 expected clusters or 1 large cluster of all the data):
> set.seed(1)
> m1<-flexmix(y~1 ,data=x,k=2)
> m1
Call:
flexmix(formula = y ~ 1, data = x, k = 2)
Cluster sizes:
1 2
99 100
convergence after 2 iterations
hth, Ingmar
>
> It all depends on the randomised starting values. So I think I need a
> better "driver", but, I cannot find a spec for what I have to do in the
> driver.
>
> Where is FLXmclust documented? can anyone assist?
>
>
>
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>
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