fractional Brownian motion (fBm), also called a fractal Brownian motion, is a generalization of Brownian motion. Unlike classical Brownian motion, the...
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Rough path (section Fractional Brownian motion)
Stratonovich Brownian rough path. More generally, let B H ( t ) {\displaystyle B_{H}(t)} be a multidimensional fractional Brownian motion (a process whose...
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many ways of defining the elevation function. For instance, the fractional Brownian motion variable may be used, or various rotation functions may be used...
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stationary increments asymptotically, the most typical one being fractional Brownian motion. In the converse, given a self-similar process with stationary...
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{\displaystyle \alpha } for FGN is equal to H {\displaystyle H} . For fractional Brownian motion (FBM), we have β ∈ [ 1 , 3 ] {\displaystyle \beta \in [1,3]} ...
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questioned. It has been found that log-volatility behaves as a fractional Brownian motion with Hurst exponent of order H = 0.1 {\displaystyle H=0.1} , at...
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independent of all of the values before this. According to a model of Fractional Brownian motion this is referred to as long memory of positive linear autocorrelation...
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E.g., both Markov processes (i.e., memory-free processes) and fractional Brownian motion scale at the level of 1-point densities (simple averages), but...
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visual effects. The modeling of the Earth's rough surfaces via fractional Brownian motion was first proposed by Benoit Mandelbrot. Because the intended...
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calculus, and probability theory. Topics in her research include fractional Brownian motion and portfolio optimization for inside traders. She is a professor...
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the following Generalizations of Brownian motion, such as the fractional Brownian motion and scaled Brownian motion Diffusion in fractals and percolation...
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electronic devices. In their study of fractional Brownian motion, Mandelbrot and Van Ness proposed the name fractional noise (sometimes since called fractal...
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quasiperiodic torii). The dynamics has been described as deterministic fractional Brownian motion, and exhibits anomalous diffusion. Thomas, René (1999). "Deterministic...
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The Brownian bridge is (like the Ornstein–Uhlenbeck process) an example of a Gaussian process whose increments are not independent. The fractional Brownian...
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integration against both semimartingales and processes such as the fractional Brownian motion. The Choquet integral, a subadditive or superadditive integral...
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Recent research has demonstrated that anomalous diffusion in fractional Brownian motion (fBm) models can effectively characterize typical animal movement...
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introduction to white–noise theory and Malliavin calculus for fractional Brownian motion". Proceedings of the Royal Society of London A: Mathematical,...
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Cellular automata Computational creativity Fractal landscape Fractional Brownian motion Generative art Generative artificial intelligence L-systems Linear...
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kurtosis and returns distributions of financial markets: irrational fractional Brownian motion model approach". Annals of Operations Research. 299 (1–2). springer...
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self-similarity and fractional dimension, B. Mandelbrot Lawler, Gregory F.; Schramm, Oded; Werner, Wendelin (2001). "The Dimension of the Planar Brownian Frontier...
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literature are semimartingales, this is not always the case. Fractional Brownian motion with Hurst parameter H ≠ 1/2 is not a semimartingale. The semimartingales...
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Mean squared displacement (category Motion (physics))
valid for the systems with ergodicity, like classical Brownian motion (BM), fractional Brownian motion (fBM), and continuous-time random walk (CTRW) with...
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Compound Poisson process Wiener process Geometric Brownian motion Fractional Brownian motion Brownian bridge Ornstein–Uhlenbeck process Gamma process Markov...
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example, this approach leads to an easy prediction formula for the Fractional Brownian motion. In a non-intrusive setting, the estimation of the expansion coefficients...
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similar. Fractional calculus — fractional differentiation Differintegral — fractional integration and differentiation Fractional Brownian motion — a continuous-time...
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(or Brownian motion) is self-similar with H = 1 / 2 {\displaystyle H=1/2} . The fractional Brownian motion is a generalisation of Brownian motion that...
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Ballistic Missile, of the United States Navy Fogg Behavior Model Fractional Brownian motion (fBm) Frankfurt Book Fair (Frankfurter Buchmesse), a book trade...
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D_{F}\{\cdot \}} is the Hausdorff dimension of a point set. Fractal Fractional Brownian motion Hausdorff dimension van den Berg, J. C. (2004), Wavelets in Physics...
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{G}}_{T}(f)} . We can calculate the Hausdorff dimension of the fractional Brownian motion B H {\displaystyle B^{H}} of Hurst index 1 / α = H ∈ ( 0 , 1 ]...
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Fokker–Planck equation, which is usually used to model Brownian motion. The equation requires the use of fractional derivatives. For jump lengths which have a symmetric...
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