This elementary exercise is intended to give an example showing that lack of correlation does not necessarily mean independence!
Let us assume that X ∼ N(0, 1) and let us define the random variable Y by:
1. Compute 𝔼{|X|}
2. Show that Y has mean zero, variance 1, and that it is uncorrelated with X.