Inv {gnm} | R Documentation |
Specify the Reciprocal of a Predictor in a gnm Model Formula
Description
A function of class "nonlin"
to specify the reciprocal
of a predictor in the formula argument to gnm
.
Usage
Inv(expression, inst = NULL)
Arguments
expression |
a symbolic expression representing the (possibly nonlinear) predictor. |
inst |
(optional) an integer specifying the instance number of the term. |
Details
The expression
argument is interpreted as the right hand side
of a formula in an object of class "formula"
, except that an
intercept term is not added by default. Any function of class
"nonlin"
may be used in addition to the usual operators and
functions.
Value
A list with the components required of a "nonlin"
function:
predictors |
the |
term |
a function to create a deparsed mathematical expression of the term, given a label for the predictor. |
call |
the call to use as a prefix for parameter labels. |
Author(s)
Heather Turner
See Also
Examples
## One way to fit the logistic function without conditional
## linearity as in ?nls
library(gnm)
set.seed(1)
DNase1 <- subset(DNase, Run == 1)
test <- gnm(density ~ -1 +
Mult(1, Inv(Const(1) + Exp(Mult(1 + offset(-log(conc)),
Inv(1))))),
start = c(NA, 0, 1), data = DNase1, trace = TRUE)
coef(test)