[BioC] Variance of M as a function of A in MA plots
Andrew Harrison
harry at biochemistry.ucl.ac.uk
Thu May 22 15:28:57 MEST 2003
Hi,
I've generated several MA/RI plots after using RMA and
noticed that the standard deviation in M (fold change) is related
to A (average intensity) - to derive the SD in M, only sample fold
changes over a limited range in A (a similar calculation to the
Quackenbush sliding Z-score).
When using RMA, the standard deviation in M is proportional
to A, except for the largest intensities. However, when using
expresso with all the options set to MAS, the standard deviation is
independent of A. I believe the variance in M should be independent
of A, in which case this suggests MAS is the way to go.
Has anybody else seen this effect, or can suggest a remedy,
or more likely a gap in my logic?
Best wishes and thanks in advance,
Harry
--
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Dr Andrew Harrison Tel: 44 (0) 207 679 3890
Biomolecular Structure and Modelling Unit Fax: 44 (0) 207 679 7193
Biochemistry and Molecular Biology Dept.
University College London
Gower Street Email: harry at biochem.ucl.ac.uk
London, WC1E 6BT, UK http://www.biochem.ucl.ac.uk/~harry
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
More information about the Bioconductor
mailing list