How to test chi-squared dist?

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Fred
Fred 2014-11-2
评论： Star Strider 2014-11-2
How can I test whether my observed values come from a chi-square distribution with n-degrees of freedom (preferably with Anderson Darling in Matlab)? Thanks.

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Star Strider
Star Strider 2014-11-2
That does not seem to be an option, even in the Wikipedia article on the Anderson-Darling Test. I’ll be certain to be corrected here if I’m in error, but to the best of my knowledge, statistics (derived from data) can be described by the Chi-squared distribution, but data itself cannot be (or at least to the best of my knowledge, have not been described to be).
You can possibly do a nonlinear curve-fit of the chi-squared PDF (or CDF) to a histogram (or a cumsum histogram) of your data, but I doubt it would be very informative.
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Fred
Fred 2014-11-2
Yes you are wright I checked it again and it seems these so called observations are statistics!. So how can we check these statistics if they can be described by a Chi-squared distribution?
Star Strider
Star Strider 2014-11-2
I would simply do the nonlinear curve fit I described in my initial Answer, preferably using nlinfit or fitnlm (which is a bit easier to use and gives you all the statistics you need on the fit without your having to do anything further). However I still do not see what useful information you would gain from doing that.

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