TempStable: A Collection of Methods to Estimate Parameters of Different Tempered Stable Distributions

A collection of methods to estimate parameters of different tempered stable distributions (TSD). Currently, there are seven different tempered stable distributions to choose from: Tempered stable subordinator distribution, classical TSD, generalized classical TSD, normal TSD, modified TSD, rapid decreasing TSD, and Kim-Rachev TSD. The package also provides functions to compute density and probability functions and tools to run Monte Carlo simulations. This package has already been used for the estimation of tempered stable distributions (Massing (2023) <doi:10.48550/arXiv.2303.07060>). The following references form the theoretical background for various functions in this package. References for each function are explicitly listed in its documentation: Bianchi et al. (2010) <doi:10.1007/978-88-470-1481-7_4> Bianchi et al. (2011) <doi:10.1137/S0040585X97984632> Carrasco (2017) <doi:10.1017/S0266466616000025> Feuerverger (1981) <doi:10.1111/j.2517-6161.1981.tb01143.x> Hansen et al. (1996) <doi:10.1080/07350015.1996.10524656> Hansen (1982) <doi:10.2307/1912775> Hofert (2011) <doi:10.1145/2043635.2043638> Kawai & Masuda (2011) <doi:10.1016/j.cam.2010年12月01日4> Kim et al. (2008) <doi:10.1016/j.jbankfin.200711004> Kim et al. (2009) <doi:10.1007/978-3-7908-2050-8_5> Kim et al. (2010) <doi:10.1016/j.jbankfin.2010年01月01日5> Kuechler & Tappe (2013) <doi:10.1016/j.spa.2013年06月01日2> Rachev et al. (2011) <doi:10.1002/9781118268070>.

Version: 0.2.2
Depends: R (≥ 4.2), methods
Imports: copula (≥ 1.1-2), doParallel (≥ 1.0.12), foreach (≥ 1.5.0), gsl (≥ 2.1-8), hypergeo (≥ 1.2-13), moments (≥ 0.14), numDeriv (≥ 2016.8-1), stabledist (≥ 0.7-1), StableEstim (≥ 2.1), rootSolve (≥ 1.8), VGAM (≥ 1.1-7)
Suggests: knitr (≥ 1.4), rmarkdown (≥ 2.17), testthat (≥ 3.1), V8 (≥ 4.2)
Published: 2023年10月24日
Author: Till Massing [cre, aut], Cedric Maximilian Juessen [aut]
Maintainer: Till Massing <till.massing at uni-due.de>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README, NEWS
In views: Distributions
CRAN checks: TempStable results

Documentation:

Reference manual: TempStable.html , TempStable.pdf

Downloads:

Windows binaries: r-devel: TempStable_0.2.2.zip, r-release: TempStable_0.2.2.zip, r-oldrel: TempStable_0.2.2.zip
macOS binaries: r-release (arm64): TempStable_0.2.2.tgz, r-oldrel (arm64): TempStable_0.2.2.tgz, r-release (x86_64): TempStable_0.2.2.tgz, r-oldrel (x86_64): TempStable_0.2.2.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=TempStable to link to this page.

AltStyle によって変換されたページ (->オリジナル) /