hyperbChangePars: Change Parameterizations of the Hyperbolic Distribution

In GeneralizedHyperbolic: The Generalized Hyperbolic Distribution

Change Parameterizations of the Hyperbolic Distribution

Description

This function interchanges between the following 4 parameterizations of the hyperbolic distribution:

1. \mu, \delta, \pi, \zeta

2. \mu, \delta, \alpha, \beta

3. \mu, \delta, \phi, \gamma

4. \mu, \delta, \xi, \chi

The first three are given in Barndorff-Nielsen and Blæsild (1983), and the fourth in Prause (1999)

Usage

hyperbChangePars(from, to, param, noNames = FALSE)

Arguments

from	The set of parameters to change from.
to	The set of parameters to change to.
param	"from" parameter vector consisting of 4 numerical elements.
noNames	Logical. When TRUE, suppresses the parameter names in the output.

Details

In the 4 parameterizations, the following must be positive:

1. \zeta, \delta

2. \alpha, \delta

3. \phi, \gamma, \delta

4. \xi, \delta

Furthermore, note that in the second parameterization \alpha must be greater than the absolute value of \beta, while in the fourth parameterization, \xi must be less than one, and the absolute value of \chi must be less than \xi.

Value

A numerical vector of length 4 representing param in the to parameterization.

Author(s)

David Scott [e-mail], Jennifer Tso, Richard Trendall

References

Barndorff-Nielsen, O. and Blæsild, P. (1983). Hyperbolic distributions. In Encyclopedia of Statistical Sciences, eds., Johnson, N. L., Kotz, S. and Read, C. B., Vol. 3, pp. 700–707. New York: Wiley.

Prause, K. (1999) The generalized hyperbolic models: Estimation, financial derivatives and risk measurement. PhD Thesis, Mathematics Faculty, University of Freiburg.

See Also

dhyperb

Examples

param1 <- c(2, 1, 3, 1)                    # Parameterization 1
param2 <- hyperbChangePars(1, 2, param1)   # Convert to parameterization 2
param2                                     # Parameterization 2
hyperbChangePars(2, 1, param2)             # Back to parameterization 1

GeneralizedHyperbolic documentation built on April 1, 2025, 3 a.m.