[R] dnorm() lead to a probability >1
Douglas Bates
bates at stat.wisc.edu
Fri Oct 31 20:41:26 CET 2003
"Marc Belisle" <marc.m.belisle at usherbrooke.ca> writes:
> One of my student spotted something I can't explain: a probability >1 vs a
> normal probability density function.
>
> > dnorm(x=1, mean=1, sd=0.4)
> [1] 0.9973557
>
> > dnorm(x=1, mean=1, sd=0.39)
> [1] 1.022929
>
> > dnorm(x=1, mean=1, sd=0.3)
> [1] 1.329808
>
> > dnorm(x=1, mean=1, sd=0.1)
> [1] 3.989423
>
> > dnorm(x=1, mean=1, sd=0.01)
> [1] 39.89423
>
> > dnorm(x=1, mean=1, sd=0.001)
> [1] 398.9423
>
> Is there a bug with the algorithm?
No. dnorm does not return probabilities - it returns a probability
density which can be greater than 1.
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