TheoremBase

Fourth-Moment 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 on (Ω,F,P)(\Omega,\mathcal{F},P) 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], such that ∣Mt(ω)∣≤K|M_t(\omega)|\le K for every t∈[0,T]t\in[0,T] and every ω∈Ω\omega\in\Omega.

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) 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; by that lemma M‾\overline{M} is a random variable with 0≤M‾≤K0\le\overline{M}\le K and M‾(ω)=sup⁡t∈[0,T]∣Mt(ω)∣\overline{M}(\omega)=\sup_{t\in[0,T]}|M_t(\omega)| for every ω∈Ω0\omega\in\Omega_0. Write E\mathbb{E} for the expectation.

Then

E[M‾ 4]≤4 E[MT4].\mathbb{E}\big[\overline{M}^{\,4}\big]\le4\,\mathbb{E}\big[M_T^4\big] .

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