[R] suggestion for paired t-tests
Ben Bolker
bolker at ufl.edu
Sun Jul 26 17:57:32 CEST 2009
jacktanner wrote:
>
> There's a funny inconsistency in how t.test handles paired=T or paired=F.
> If x
> and y parameters are lists, paired=F works, but paired=T doesn't.
>
>> lg=read.csv("my.csv")
>> a = subset(lg, condition=="a")["score"]
>> b = subset(lg, condition=="b")["score"]
>> t.test(a,b)
>> t.test(a,b, paired=TRUE)
> Error in `[.data.frame`(y, yok) : undefined columns selected
>
> But this works
>> a=a[,1]
>> b=b[,1]
>> t.test(a,b, paired=TRUE)
> ...
>
>
It's sort of an accident that this works for the unpaired case.
You can follow what happens via debug(stats:::t.test.default) ...
there is some code
if (paired)
xok <- yok <- complete.cases(x, y)
else {
yok <- !is.na(y)
xok <- !is.na(x)
}
if paired is FALSE, !is.na(y) and !is.na(x) happen to convert x and y
into matrices, whence they can be used for the rest of the computations.
If paired is TRUE, x and y remain data frames.
Bottom line: a data frame with a single column in it really isn't the
same as a vector ...
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