TheoremBase

Doob's L2 Maximal Inequality for Bounded Right-Continuous Martingales on a Compact Time Interval

Statement

Let (Ω,F,P)(\Omega,\mathcal{F},P) be a probability space, let T>0T>0 and K≥0K\ge0 be real numbers, let (Ft)t∈[0,T](\mathcal{F}_t)_{t\in[0,T]} be a filtration with time index restricted to [0,T][0,T], and let (Mt)t∈[0,T](M_t)_{t\in[0,T]} be a square-integrable martingale with respect to (Ft)t∈[0,T](\mathcal{F}_t)_{t\in[0,T]}, with time index restricted to [0,T][0,T].

Assume there is an event Ω0∈F\Omega_0\in\mathcal{F} with P(Ω0)=1P(\Omega_0)=1 such that for every ω∈Ω0\omega\in\Omega_0 the path t↦Mt(ω)t\mapsto M_t(\omega) satisfies ∣Mt(ω)∣≤K|M_t(\omega)|\le K for every t∈[0,T]t\in[0,T] and is right-continuous at every t∈[0,T)t\in[0,T), in the sense of the supremum lemma for bounded right-continuous processes, and let DD and M‾=sup⁡t∈D(∣Mt∣ 1Ω0)\overline{M}=\sup_{t\in D}\big(|M_t|\,\mathbf{1}_{\Omega_0}\big) be as in that lemma, where 1Ω0\mathbf{1}_{\Omega_0} is the function equal to 11 on Ω0\Omega_0 and 00 elsewhere.

Then

E[M‾ 2]≤4 E[MT2],\mathbb{E}\big[\overline{M}^{\,2}\big]\le4\,\mathbb{E}\big[M_T^2\big],

and consequently E[sup⁡t∈[0,T]∣Mt∣2]≤4 E[MT2]\mathbb{E}\big[\sup_{t\in[0,T]}|M_t|^2\big]\le4\,\mathbb{E}[M_T^2], the supremum being taken pathwise on Ω0\Omega_0.

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