RMA and missing values
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Wenbin Liu ▴ 100
@wenbin-liu-943
Last seen 10.0 years ago
Hi there! I used function rma() in the affy package (devel ver. 1.5.6) to normalized an AffyBatch that has missing values. The function density() in the body of rma() gives an error. I changed the na.rm=FALSE to TRUE, and the program was quiet. However, the result (of class ExprSet) got many more probe sets with NA values than the AffyBatch originally had. This is rather undesirable because a minor to moderate masking of the probe intensity values will cause the loss of a large number of probe sets. Any experienced users who encounter this problem? Thanks a lot! Wenbin
probe affy probe affy • 785 views
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@james-w-macdonald-5106
Last seen 3 hours ago
United States
Wenbin Liu wrote: > Hi there! > > I used function rma() in the affy package (devel ver. > 1.5.6) to normalized an AffyBatch that has missing > values. The function density() in the body of rma() > gives an error. I changed the na.rm=FALSE to TRUE, and > the program was quiet. However, the result (of class > ExprSet) got many more probe sets with NA values than > the AffyBatch originally had. > > This is rather undesirable because a minor to moderate > masking of the probe intensity values will cause the > loss of a large number of probe sets. Why exactly are you masking probes? This is something that even Affymetrix says is rarely used ("Masks are rarely used features in MAS. "). Given the robust model fit used in RMA, I can't think of a good reason to exclude probe intensity values. Jim > > Any experienced users who encounter this problem? > > Thanks a lot! > > Wenbin > > _______________________________________________ > Bioconductor mailing list > Bioconductor@stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor -- James W. MacDonald Affymetrix and cDNA Microarray Core University of Michigan Cancer Center 1500 E. Medical Center Drive 7410 CCGC Ann Arbor MI 48109
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