ExtremeRisks: Extreme Risk Measures

A set of procedures for estimating risks related to extreme events via risk measures such as Expectile, Value-at-Risk, etc. is provided. Estimation methods for univariate independent observations and temporal dependent observations are available. The methodology is extended to the case of independent multidimensional observations. The statistical inference is performed through parametric and non-parametric estimators. Inferential procedures such as confidence intervals, confidence regions and hypothesis testing are obtained by exploiting the asymptotic theory. Adapts the methodologies derived in Padoan and Stupfler (2020) <doi:10.48550/arXiv.2004.04078>, Padoan and Stupfler (2020) <doi:10.48550/arXiv.2007.08944>, Daouia et al. (2018) <doi:10.1111/rssb.12254>, Drees (2000) <doi:10.1214/aoap/1019487617>, Drees (2003) <doi:10.3150/bj/1066223272>, de Haan and Ferreira (2006) <doi:10.1007/0-387-34471-3>, de Haan et al. (2016) <doi:10.1007/s00780-015-0287-6>.

Version: 0.0.4
Depends: R (≥ 3.5.0)
Imports: evd, copula, mvtnorm, plot3D, tmvtnorm, pracma
Published: 2020-08-27
DOI: 10.32614/CRAN.package.ExtremeRisks
Author: Simone Padoan [cre, aut], Gilles Stupfler [aut], Bocconi Institute for Data Science and Analytics [fnd], French National Research [fnd] (grant ANR-19-CE40-0013-01/ExtremReg)
Maintainer: Simone Padoan <simone.padoan at unibocconi.it>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: mypage.unibocconi.it/simonepadoan/
NeedsCompilation: yes
In views: ActuarialScience, ExtremeValue
CRAN checks: ExtremeRisks results


Reference manual: ExtremeRisks.pdf


Package source: ExtremeRisks_0.0.4.tar.gz
Windows binaries: r-devel: ExtremeRisks_0.0.4.zip, r-release: ExtremeRisks_0.0.4.zip, r-oldrel: ExtremeRisks_0.0.4.zip
macOS binaries: r-release (arm64): ExtremeRisks_0.0.4.tgz, r-oldrel (arm64): ExtremeRisks_0.0.4.tgz, r-release (x86_64): ExtremeRisks_0.0.4.tgz, r-oldrel (x86_64): ExtremeRisks_0.0.4.tgz
Old sources: ExtremeRisks archive


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