Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 202 1 b Solution 2026-09-28
For a simple predictable processdefineEach summand is a bounded predictable multiple of a martingale increment, so conditional expectation proves that is a martingale. Orthogonality of disjoint martingale increments givesIt is therefore an -bounded continuous martingale.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 202 2 b Solution 2026-09-28
A simple predictable process has the formwhere , is bounded and -measurable, and each is bounded and -measurable. Finite linear combinations of indicators of predictable rectangles are of this form after refining the finitely many time partitions.
Those rectangles form a semiring of sets generating . The collection of sets whose indicators can be approximated in by simple predictable processes is a monotone class: for an increasing sequence, truncate the union and use the finiteness of ; complements and finite disjoint unions are handled by linearity. The Monotone class theorem therefore puts every -measurable indicator in the closure. Ordinary measurable simple functions are dense in , so simple predictable processes are dense there as well.