Random Sample Generation
Random samples can be generated using inverse transform sampling. Given a random variate U drawn from the uniform distribution on the unit interval (0, 1], the variate T given by
is Pareto-distributed. If U is uniformly distributed on [0, 1), it can be exchanged for (1 - U).
Read more about this topic: Pareto Distribution
Famous quotes containing the words random, sample and/or generation:
“We should stop looking to law to provide the final answer.... Law cannot save us from ourselves.... We have to go out and try to accomplish our goals and resolve disagreements by doing what we think is right. That energy and resourcefulness, not millions of legal cubicles, is what was great about America. Let judgment and personal conviction be important again.”
—Philip K. Howard, U.S. lawyer. The Death of Common Sense: How Law Is Suffocating America, pp. 186-87, Random House (1994)
“The present war having so long cut off all communication with Great-Britain, we are not able to make a fair estimate of the state of science in that country. The spirit in which she wages war is the only sample before our eyes, and that does not seem the legitimate offspring either of science or of civilization.”
—Thomas Jefferson (17431826)
“Im afraid for all those wholl have the bread snatched from their mouths by these machines.... What business has science and capitalism got, bringing all these new inventions into the works, before society has produced a generation educated up to using them!”
—Henrik Ibsen (18281906)