[R] model based clustering with flexmix
Giovanni Luca Ciampaglia
giovanni.luca.ciampaglia at usi.ch
Mon Nov 9 14:52:48 CET 2009
Hello all,
I am trying to fit a truncated mixture model and I wrote a driver for
flexmix following the example in the vignette, but it doesn't work for
me: it assigns all data points to one component only, e.g.:
> > source('bugged.R')
>
> Call:
> flexmix(formula = x ~ 1, k = 2, model = truncatedmodel(lower = -4,
> upper = 4))
>
> prior size post>0 ratio
> Comp.1 0.494 0 1000 0
> Comp.2 0.506 1000 1000 1
>
> 'log Lik.' -707703.3 (df=9)
> AIC: 1415425 BIC: 1415469
What am I doing wrong? Please find my code attached.
cheers
--
Giovanni L. Ciampaglia
PhD Student
University of Lugano, MACS Lab
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