Observed prices of financial instruments, such as corporate bonds and equities, are based on expected cash flows discounted at an appropriate rate. The expectation is based on

1. Real-world probabilities
2. Probability measures are not required since expected cash flows are wholly deterministic
3. Random probabilities
4. Risk-neutral probabilities