[BioC] Baseline selection methods used in normalize.scaling?
Ben Bolstad
bmb at bmbolstad.com
Tue Jan 13 05:26:57 CET 2009
Apologies for not having this documented anywhere and having not looked
at the code in way too long I had completely forgotten what these were
myself. But digging around in the C code:
** int baseline - index of array to be used as baseline.
** this will be 0..cols-1, if it is
** -1 pick array with median overall (total) intensity
as baseline
** -2 pick array with median median as baseline
** -3 generate a probewise median array for baseline
** -4 generate a probewise mean array for baseline
Best,
Ben
On Mon, 2009-01-12 at 23:43 +0800, shuli kang wrote:
> Hi,
>
> I'm using the normalize.scaling function in the affyPLM package to normalize
> the data from several chips. By default, the argument "baseline" was set as
> "-1". The document says negative values control different baseline
> selection methods:
>
> baseline Index of array to use as baseline, negative values (-1,-2,-3,-4)
> control different baseline selection methods
>
> But I can't find detailed description of these methods anywhere. Could
> anyone tell me what these methods are actually?
>
> PS: I'm dealing with plenty of chip data now. Usually I read all the CEL
> files at one time. However, I have to read them one by one if too many CEL
> files involved, due to the limited physical memory . In such cases, I tried
> to manually select the same reference array as the one selected by the
> default "baseline" values. So I want to know more about these reference
> selection methods. Of course, I could always choose the first array as a
> reference. But this seems too arbitrary?
>
> Thanks in advance!
>
> Shuli.
>
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>
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