Randomness Assumption (IID assumption)

The randomness assumption (also known as the IID assumption) is that the examples in a sequence are generated independently (in the sense of probability theory) from the same distribution $Q$ on the space of possible examples $Z$.

The randomness assumption is used in stochastic prediction and conformal prediction.