Sofwares/Logiciels
Softwares for generating long memory or self-similar processes
Fractional Brownian motion and fractional Gaussian noises (with circulant matrix procedure, software created by JF Coeufjolly, Université de Grenoble, France) : download
Fractional Brownian motion and fractional Gaussian noises (with wavelet based procedure, software created by JM Poggi, Université d’Orsay, France) : download
Gaussian Farima (with circulant matrix procedure, software created by E. Moulines, ENST) : download
Farima : download
Stationary Gaussian processes from the formula of its spectral density (using Pacxon procedure, software created by JF Coeufjolly, Université de Grenoble, France) : download
Rosenblatt processes from wavelet based procedure (see also Abry and Pipiras, 2005) : download
Rosenblatt processes as a limit of Donsker type theorem (see Taqqu, 1975) : download
Softwares for estimating the memory parameter of a stationary process
Parametric estimators
Whittle estimator for fractional Gaussian noises (software created by J. Beran) : download
Whittle estimator for Gaussian FARIMA (software created by E. Moulines) :
download
Semi-parametric (adaptive) estimators
Local Whittle estimator introduced by Robinson, 1995 (software created by E. Moulines, ENST) : download
Extended Local Whittle estimator introduced by Abadir, Distaso and Giraitis, 2007 : download
FEXP (global log-periodogram) estimator of Moulines and Soulier, 1998 (software created by E. Moulines, ENST) : download
Wavelet estimator (software created by P. Abry and D. Veitch, for more details see the homepage of D. Veitch) : download
Adaptive wavelet estimator from Bardet et al., 2008, procedure : download
New version (more accurate) of an adaptive wavelet estimator with an adaptive goodness-of-fit test of LRD linear process (from Bardet and Bibi, 2012) : download
Parametric Whittle estimator obtained from a BIC criterium model selection of fractionally differenced autoregressive models (introduced by Bhansali et al., 2006) : download
Adaptive local periodogram estimator introduced by Giraitis, L., Robinson, P. and Samarov, A. (2000) : download
Multidimensional IR statistic + Goodness-of-fit test of LRD + Stationarity test (more details in Bardet and Dola, 2010, 2012) : download
Semi-parametric estimation for LARCH$(\infty)$ processes with long memory (more details in Bardet, 2022) : download, with two models and confidence intervals download.
Softwares for estimating the spectral density of a Gaussian process (stationary or having stationary increments) observed at random times
Non-parametric estimator for stationary Gaussian process based on wavelet analysis introduced in Bardet and Bertrand, 2008 : download
Non-parametric estimator for Gaussian process having stationary increments based on wavelet analysis introduced in Bardet and Bertrand, 2008 : download
Software for estimating the Hurst function H of a Multifractional Brownian Motion : Quadratic Variation estimator and IR estimator
Such as in Bardet and Surgailis, 2010 : download
Software for detecting semi-parametric changes of long range dependent process
Such as in Bardet and Guainaizi, 2018 : download
Software for estimating the pointwise estimators of a TV-GARCH(1,1) and their confidence intervals
Such as in Bardet, Doukhan and Wintenberger 2021 : download
Application to SP500 data : download