 Convention: Definitions involving \(\mathbf{x}\) will assume that each value of \(\mathbf{x}\) has positive probability (which facilitates conditionalising, but restricts attention to discrete rather than continuous \(\mathbf{x}\)). All definitions could be  generalised.[7]