# Determining the distribution of a population from a sample

I have a uniformly collected sample of 10000 data points from a population of about 200000. I'd like to find out what the distribution of the population is. How can I do this rigourously?

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The question as it is posed is not clear, what do you mean by "distribution of population"? –  picakhu Apr 7 '11 at 16:07
Ah, sorry stats isn't my first language, so please excuse me. The elements of the population may be, say, normally distributed, or uniformly distributed etc. I would like to asertain if there is a well known distribution that models the distribution of the points in my population. Is there a more succinct way to articulate this in statsy lingo? –  Undercover Mathematician Apr 7 '11 at 16:12
are these "elements" numbers on a real number line? –  picakhu Apr 7 '11 at 16:23
Yes, they are natural numbers. –  Undercover Mathematician Apr 7 '11 at 16:25
typically analysis is done the other way around, where you know the distribution. This is an interesting question! –  picakhu Apr 7 '11 at 16:29