. Multifractional Brownian motion (MFBm) is a generalization of Fractional Brownian motion (FBm) in which the Hurst parameter varies with time in a prescribed manner. In this paper we investigate an approximate method for simulating realizations of MFBm on a finite grid. Keywords. Fractal dimension; Hurst parameter; kriging; long-range dependence; sample path roughness; stationary increments. 1 Introduction 1.1 Review of FBm FBm is a zero-mean self-similar Gaussian process fBH (t)g t0 with covariance function given by cov fBH (s); BH (t)g = 1 2 n jsj 2H + jtj 2H \Gamma js \Gamma tj 2H o (1) where H 2 (0; 1) is known as the Hurst parameter. Note that BH (0) j 0 and varfBH (t)g = t 2H . In the special case H = 1=2, FBm reduces to...
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none3Power variograms of statistically isotropic or anisotropic fractal fields (common in earth scie...
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36 pagesInternational audienceMultifractional Brownian motion is an extension of the well-known frac...
We investigate numerically apparent multi-fractal behavior of samples from synthetically generated p...
International audienceThe geometry of the multifractional Brownian motion (mBm) is known to present ...
AbstractThe multifractional Brownian motion (MBM) processes are locally self-similar Gaussian proces...
We consider Bayesian inference via Markov chain Monte Carlo for a variety of fractal Gaussian proces...
The Multifractional Brownian Motion (MBM) is a generalization of the well known Fractional Brownian ...
International audienceMultifractional Brownian motion (mBm) was introduced to overcome certain limit...
AbstractThe generalized multifractional Brownian motion (GMBM) is a continuous Gaussian process that...
Multifractional Brownian motion is a type of stochastic process with time-varying regularity. The ma...
In this paper we present a novel method for the construction of a stochastic process whose multifrac...
The multifractal spectrum characterizes the scaling and singularity structures of signals and proves...
International audienceMultifractional Brownian motion is an extension of the well-known fractional B...
The application of fractional Brownian Motion (fBm) has drawn a lot of attention in a large number o...
none3Power variograms of statistically isotropic or anisotropic fractal fields (common in earth scie...
This thesis deals with statistical problems related to two parametric models : the fractional Browni...
36 pagesInternational audienceMultifractional Brownian motion is an extension of the well-known frac...