VGAM (version 1.1-9)

reciprocallink: 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)

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.

Arguments

theta

Numeric or character. See below for further details.

bvalue

See Links.

inverse, deriv, short, tag

Details at Links.

Author

Thomas W. Yee

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., \(-1/ \theta\).

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