Solved – Normal-like distribution over a bounded area

distributionsmodelingnormal distribution

Is there a distribution that resembles the gaussian (normal) distribution, but such that it's probability density is nonzero only over a defined segment.

The question emerged when I tried to model the 'bullet spread' within a circle. Gaussian distribution works fine, but there is always a chance that the bullet would hit outside the circle. So I'd like to find a distribution very similar to Gaussian, but with property that the probability outside the defined segment (or circle) is zero.

EDIT: Yes, actually I mean a disk, not a circle.
EDIT: And yes, I need only a one-dimensional distribution (along the radius of a disk) which will be circular-symmetrical (not dependent on angle).

Best Answer

You could use a truncated normal distribution. It's just a normal distribution that you only consider an interval for. You need to rescale it to make sure that the pdf integrates to 1. But this sounds to me to be exactly what you're looking for.

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