model.matrix troubles with AlgDesign
Hi Heather, thanks, I would be able to add the variable y <- 1:nrow(aus), I would even be able to omit these. What concerns me is the fact that the presence of function model.matrix.formula in package AlgDesign will stop model.matrix from working as expected in further situations that I have not spotted yet. For the future development of package DoE.wrapper, I would like to include AlgDesign in the Depends field, and that would mean that the package would then stop user functions with perfectly valid code from working correctly. So I would like to find a way to modify model.matrix.formula or expand.formula from AlgDesign so that AlgDesign stops messing up usages of model.matrix in other contexts. I think that the solution may perhaps lie in assigning the right environment to frml in expand.formula, but I am not familiar enough with assigning environments to know what the right strategy would be. Any suggestions ? Regards, Ulrike
Heather Turner wrote:
Hi Ulrike, It looks like 'aus' is created by fac.design(); is there any reason why you can't add the variable y <- 1:nrow(aus) to this data frame and use y as the response in your formula? Otherwise I think aus needs to be in the environment of frml (or frml needs to be given the environment of aus). Heather Ulrike Groemping wrote:
Dear DevelopeRs, in continuing with my suite of packages on experimental design, I am stuck with an issue that appears to be related to package AlgDesign - I have tried to get it solved by Bob Wheeler, but he seems to be stuck as well. Whenever AlgDesign is loaded, some of my code does not work any more. For example, in a fresh R session: require(DoE.base) fac.design(nlevels=c(2,6,2)) require(AlgDesign) fac.design(nlevels=c(2,6,2))
Error in nrow(aus) : object 'aus' not found
The reason seems to be that AlgDesign creates a function
model.matrix.formula that only finds variables that are in the global
environment and variables that are in the data frame given with the
formula,
but not calculation results from the intermediate calling environment.
Results from traceback():
9: nrow(aus)
8: eval(expr, envir, enclos)
7: eval(predvars, data, env)
6: model.frame.default(object, data, xlev = xlev)
5: model.frame(object, data, xlev = xlev)
4: model.matrix.default(frml, data, ...)
3: model.matrix.formula(1:nrow(aus) ~ ., data = aus)
2: model.matrix(1:nrow(aus) ~ ., data = aus)
1: fac.design(nlevels = c(2, 6, 2))
If I reset model.matrix.formula to model.matrix.default, the problem
disappears (but AlgDesign's comfort functions for squares etc. do not
work
any longer). In this particular case, I can also avoid the issue by
modifying the formula in fac.design, removing the left-hand side. But
this
just means to wait for the next place where troubles occur. Between 3 and
4
of the traceback(), AlgDesign's function model.matrix.formula modifies
the
formula frml using AlgDesign's function expand.formula:
model.matrix.formula <- function (frml, data = sys.frame(sys.parent()),
...)
{
if (!missing(data)) {
if (!inherits(data, "data.frame"))
stop("data must be a data.frame")
if (!inherits(frml, "formula"))
stop("frml must be a formuls")
frml <- expand.formula(frml, colnames(data))
}
model.matrix.default(frml, data, ...)
}
I have looked at expand.formula as well, and I've been wondering whether
a
simple fix can be found by adding environment information (which?) within
that function (I believe that the relevant portion of the code is
included
below):
expand.formula <- function (frml, varNames, const = TRUE, numerics =
NULL)
{
## omitted quite a bit of code
##...
frml <- deparse(frml, width = 500)
while ((0 != (pos <- findFunction("quad", frml))[1]) || (0 !=
(pos <- findFunction("cubicS", frml))[1]) || (0 != (pos <-
findFunction("cubic",
frml))[1])) {
prog <- substr(frml, pos[1], pos[2])
strHead <- substr(frml, 1, pos[1] - 1)
strTail <- substr(frml, pos[2] + 1, nchar(frml))
prog <- eval(parse(text = prog))
frml <- paste(strHead, prog, strTail, sep = "")
}
if (0 != (pos <- findDot(".", frml))[1]) {
strHead <- substr(frml, 1, pos[1] - 1)
strTail <- substr(frml, pos[2] + 1, nchar(frml))
prog <- eval(parse(text = "doDot()"))
frml <- paste(strHead, prog, strTail, sep = "")
}
if (!const)
frml <- paste(frml, "+0", sep = "")
frml <- as.formula(frml)
frml
}
Any help would be greatly appreciated.
Regards, Ulrike
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