 Note that the frequentist assumption that r is a deterministic process is necessary for the derivation to go through; for if r were a random quantity, the reduction of \(\mathbb{E} \left[ r \cdot \mathbb{E} \left[ h \right] \right]\) to \( r \cdot \mathbb{E} \left[ h \right]\) in line (2) would be invalid.