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Martingale Limit Theory and Its Application

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The article was published on 2014-09-23 and is currently open access. It has received 3075 citations till now. The article focuses on the topics: Local martingale & Doob's martingale inequality.

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The central limit theorem for euclidean minimal spanning trees ii

TL;DR: In this article, the authors studied the central limit theorems for E L (X 1,…, X n ) and N ( X 1, ε, ε ε, δ, δ ε ) of a minimal spanning tree on X i : i ≥ 1.i.d. points in Ω d, d ≥ 2.
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Volatility analysis with realized GARCH-Itô models

TL;DR: In this paper, a unified approach for modeling high-frequency financial data that can accommodate both the continuous-time jump-diffusion and discrete-time realized GARCH model by embedding the discrete GARCH structure in the continuous instantaneous volatility process is introduced.
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Asymptotically efficient stochastic approximation

TL;DR: Asymptotic efficiency of a stochastic approximation algorithm is proved under weak conditions: no growth rate restriction is imposed on the regression function; wide class of observation noises is treated.
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Throughput properties of fair policies in ring networks

TL;DR: The authors study a policy that is based on the idea of allocating transmission quotas to the nodes and show that by appropriately allocating the quotas, policies that satisfy general optimality criteria-in particular criteria related to fairness-can be designed.
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Limit Distributions of Directionally Reinforced Random Walks

TL;DR: In this article, it was shown that the limit distribution is a Brownian motion if the time between changes of directions has a finite second moment, and is a stable process in a domain of attraction of a stable law.