reciprocallink: Reciprocal Link Function

In VGAM: Vector Generalized Linear and Additive Models

Reciprocal Link Function

Description

Computes the reciprocal transformation, including its inverse and the first two derivatives.

Usage

   reciprocallink(theta, bvalue = NULL, inverse = FALSE, deriv = 0,
                  short = TRUE, tag = FALSE)
negreciprocallink(theta, bvalue = NULL, inverse = FALSE, deriv = 0,
                  short = TRUE, tag = FALSE)

Arguments

theta	Numeric or character. See below for further details.
bvalue	See Links.
inverse, deriv, short, tag	Details at Links.

Details

The reciprocallink link function is a special case of the power link function. Numerical values of theta close to 0 result in Inf, -Inf, NA or NaN.

The negreciprocallink link function computes the negative reciprocal, i.e., -1/ \theta.

Value

For reciprocallink: for deriv = 0, the reciprocal of theta, i.e., 1/theta when inverse = FALSE, and if inverse = TRUE then 1/theta. For deriv = 1, then the function returns d theta / d eta as a function of theta if inverse = FALSE, else if inverse = TRUE then it returns the reciprocal.

Note

Numerical instability may occur when theta is close to 0.

Author(s)

Thomas W. Yee

References

McCullagh, P. and Nelder, J. A. (1989). Generalized Linear Models, 2nd ed. London: Chapman & Hall.

See Also

identitylink, powerlink.

Examples

   reciprocallink(1:5)
   reciprocallink(1:5, inverse = TRUE, deriv = 2)
negreciprocallink(1:5)
negreciprocallink(1:5, inverse = TRUE, deriv = 2)

x <- (-3):3
reciprocallink(x)  # Has Inf
reciprocallink(x, bvalue = .Machine$double.eps)  # Has no Inf

VGAM documentation built on Sept. 18, 2024, 9:09 a.m.