hii all, plz help me out.

as we know if we random sample any distribution other than normal distribution ( i.e binomial , scale free) , the sample graph we get dont have the same garph nature as that of its parent graph .

can anyone suggest any mathematical model of sampling so that we when we sample , we get a sample which have same distribution property as of its parent distribution graph..