Randomness

Given a sequence of numbers, how does one test it for randomness?
Randomness of a sequence can be most effectively tested by using a combination of Equidistribution test, Gap test and Correlation test. All three tests are needed to determine whether a sequence is really random or not.

See the link below for more details.
Test for Randomness

A good article on "Randomness without Replacement"