Tools for parameter estimation of the linear fractional stable motion

Package rlfsm is implementation of the simulation method for linear fractional stable motion developed by Stoev and Taqqu (2004), as well as statistical inference procedures described in Mazur et al (2018). There is also an attempt to create a common coding standard for stochastic processes driven by Levy motions, which is though in a very early stage.

Installation

# Stable version on CRAN:
install.packages("rlfsm")

# The latest development version:
install.packages("devtools")

s<-"https://gitlab.com/"
u<-"Dmitry_Otryakhin/"
r<-"Tools-for-parameter-estimation-of-the-linear-fractional-stable-motion"
sd<-"rlfsm"
path<-paste(s,u,r,sep="")
devtools::install_git(url=path, subdir = sd)

Documentation

There is a standard vignette available. Apart from that, a paper on the package structure and numerical aspects of the LFSM could be found in The R Journal.

Feedback and contributing

Acknowledgments

The authors acknowledge financial support from the project ”Ambit fields: probabilistic properties and statistical inference” funded by Villum Fonden.