Asked by eren eren
on 6 Dec 2012

I want to generate random numbers. But i want it like this. for example i want to generate random numbers for The gamma distribution coefficient of skewness 2.

How can i do this?

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Answer by José-Luis
on 6 Dec 2012

Edited by José-Luis
on 6 Dec 2012

Accepted answer

doc gamrnd

The skewness is a function of one of the two parameters of the distribution, that you can set as you see fit. You just need to set it so the skewness is two (look at the wikipedia article on the gamma distribution).

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José-Luis
on 13 Dec 2012

From one of your comments.

When you do this:

**i write this on matlab skewness = 2; scale = 1; shape = 2./sqrt(skewness); x=gamrnd(shape,scale) s=skewness(x)**

Skewness becomes a variable, and overshadows the built-in skewness function in Matlab. It is good practice not to do that, as problems as the one got might pop-up (you think you are calling a function but you are in fact trying to access a variable).

After clearing your work space to make sure there is no variable called skweness in it, do this instead:

ske = 2; sca = 1; shap = 1/sqrt(2); x = gamrnd(shap,sca,[1000 1]); your_skew = skewness(x);

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Answer by Jonathan Sullivan
on 6 Dec 2012

skewness is simple 2 divided by the square root of the shape parameter for gamma distributions. Here's an example.

skewness = 2; scale = 1; shape = 2./sqrt(skewness); gamrnd(shape,scale)

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