>>>>> Ben Bolker <bbolker at gmail.com>
>>>>> on Wed, 23 Feb 2011 09:14:37 -0500 writes:
> By changing three lines in drop1 from access based on $
> to access based on standard accessor methods (terms() and
> residuals()), it becomes *much* easier to extend drop1 to
> work with other model types. The use of $ rather than
> accessors in this context seems to be an oversight rather
> than a design decision, but maybe someone knows better ...
> In particular, if one makes these changes (which I am
> pretty certain will not break anything, as the original
> code basically mimicked the default methods anyway), it
> becomes possible to make drop1() work with mer objects
> (Doug Bates's new mixed model code) merely by defining:
> terms.mer <- function(x, ...) {
> attr(x at frame,"terms")
> }
> extractAIC.default <- function(fit, scale=0, k=2, ...) {
> L <- logLik(fit)
> edf <- attr(L,"df")
> c(edf,-2*L+2*edf)
> }
> Adding this definition of extractAIC.default also makes drop1() work
> with lme fits ...
> Comments? Should I submit to the bug database as "enhancement
> request"? Are there any hidden downsides to this?
drawback: a possible very small performance cut for the cases
where the "$" access is ok. But that should not count.
I like the idea.... {it's a pity that only S3 methods work that way,
because residuals(), terms(), etc... are unfortunately not
general (implicit) S4 generics but just S3 ones..
I'm currently testing your change, plus some more in step().
However, for step() to work automagically there is more needed.
It currently relies in more places on 'object' being a list to
which you can append new components, basically by
fit <- object
fit$new1 <- ...
fit$new2 <- ...
That would have to be changed to something like
fit <- list(obj = object)
fit$new1 <- ...
fit$new2 <- ...
and more changes where 'fit' has to be replaced by 'fit$obj'.
Would that not be of interest as well?
Martin
> Ben Bolker
> ----------------------------------------------------------------------
> Index: add.R
> ==================================================================
> --- add.R (revision 54562)
> +++ add.R (working copy)
> @@ -330,7 +330,7 @@
> drop1.default <- function(object, scope, scale = 0,
test=c("none", "Chisq"),
> k = 2, trace = FALSE, ...)
> {
> - tl <- attr(object$terms, "term.labels")
> + tl <- attr(terms(object), "term.labels")
> if(missing(scope)) scope <- drop.scope(object)
> else {
> if(!is.character(scope))
> @@ -344,7 +344,7 @@
> ans <- matrix(nrow = ns + 1L, ncol = 2L,
> dimnames = list(c("<none>", scope), c("df",
"AIC")))
> ans[1, ] <- extractAIC(object, scale, k = k, ...)
> - n0 <- length(object$residuals)
> + n0 <- length(residuals(object))
> env <- environment(formula(object))
> for(i in seq(ns)) {
> tt <- scope[i]
> @@ -356,7 +356,7 @@
> evaluate = FALSE)
> nfit <- eval(nfit, envir=env) # was eval.parent(nfit)
> ans[i+1, ] <- extractAIC(nfit, scale, k = k, ...)
> - if(length(nfit$residuals) != n0)
> + if(length(residuals(nfit)) != n0)
> stop("number of rows in use has changed: remove missing
values?")
> }
> dfs <- ans[1L , 1L] - ans[, 1L]
> ----------------------------------------------------------------------
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