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Lévy-Khintchine representation : ウィキペディア英語版
Lévy process
In probability theory, a Lévy process, named after the French mathematician Paul Lévy, is a stochastic process with independent, stationary increments: it represents the motion of a point whose successive displacements are random and independent, and statistically identical over different time intervals of the same length.
A Lévy process may thus be viewed as the continuous-time analog of a random walk.
The most well known examples of Lévy processes are Brownian motion and the Poisson process.
Aside from Brownian motion with drift, all other proper Lévy processes have discontinuous paths.
== Mathematical definition ==
A stochastic process X=\ is said to be a Lévy process if it satisfies the following properties:
# X_0=0 \, almost surely
# Independence of increments: For any 0 \leq t_1 < t_2<\cdots , X_-X_, X_-X_,\dots,X_-X_. \,
# Continuity in probability: For any \epsilon>0 and t\ge 0 it holds that \lim_P(|X_-X_t|>\epsilon)=0
If X is a Lévy process then one may construct a version of X such that t \mapsto X_t is almost surely right continuous with left limits.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
ウィキペディアで「Lévy process」の詳細全文を読む



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