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ghyp (version 1.3.0)

A package on the generalized hyperbolic distribution and its special cases

Description

This package provides detailed functionality for working with the univariate and multivariate Generalized Hyperbolic distribution and its special cases (Hyperbolic (hyp), Normal Inverse Gaussian (NIG), Variance Gamma (VG), skewed Student-t and Gaussian distribution). Especially, it contains fitting procedures, an AIC-based model selection routine, and functions for the computation of density, quantile, probability, random variates, expected shortfall and some portfolio optimization and plotting routines as well as the likelihood ratio test. In addition, it contains the Generalized Inverse Gaussian distribution.

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Version

Install

install.packages('ghyp')

Monthly Downloads

918

Version

1.3.0

License

GPL (>= 2)

Maintainer

David Luethi

Last Published

August 26th, 2024

Functions in ghyp (1.3.0)

ghyp-mle.ghyp-classes

Classes ghyp and mle.ghyp
fit.ghypuv

Fitting generalized hyperbolic distributions to univariate data
lik.ratio.test

Likelihood-ratio test
stepAIC.ghyp

Perform a model selection based on the AIC
ghyp-internal

Internal ghyp functions
ghyp.moments

Compute moments of generalized hyperbolic distributions
ghyp-data

Get methods for objects inheriting from class ghypbase
logLik-AIC-methods

Extract Log-Likelihood and Akaike's Information Criterion
coef-methods

Extract parameters of generalized hyperbolic distribution objects
plot-lines-methods

Plot univariate generalized hyperbolic densities
summary-methods

mle.ghyp summary
mean-vcov-methods

Expected value and variance-covariance of generalized hyperbolic distributions
transform-extract-methods

Linear transformation and extraction of generalized hyperbolic distributions
ghyp-package

A package on the generalized hyperbolic distribution and its special cases
ghyp-distribution

The Generalized Hyperbolic Distribution
portfolio.optimize

Portfolio optimization given a multivariate generalized hyperbolic distribution
pairs-methods

Pairs plot for multivariate generalized hyperbolic distributions
ghyp-risk-performance

Risk and Performance Measures
gig-distribution

The Generalized Inverse Gaussian Distribution
smi.stocks

Daily returns of five swiss blue chips and the SMI
ghyp-constructors

Create generalized hyperbolic distribution objects
fit.ghypmv

Fitting generalized hyperbolic distributions to multivariate data
hist-methods

Histogram for univariate generalized hyperbolic distributions
qq-ghyp

Quantile-Quantile Plot