[Bioc-devel] New package: PAA
Michael Turewicz
michael.turewicz at rub.de
Tue Oct 14 06:39:42 CEST 2014
Dear Bioconductor-community,
I would like to introduce a new package to you: PAA.
PAA (Protein Array Analyzer) is a package for protein microarray data
analysis (esp., ProtoArray data). PAA imports single color protein
microarray data that has been saved in gpr file format. After pre-processing
(background correction, batch filtering, normalization) univariate feature
pre-selection is performed (e.g., using the "minimum M statistic" approach).
Subsequently, a multivariate feature selection is conducted to discover
biomarker candidates. Therefore, either a frequency-based backwards
elimination aproach or ensemble feature selection can be used. PAA provides
a complete toolbox of analysis tools including several different plots for
results examination and evaluation.
I would be very happy to obtain suggestions concerning improvements and any
other feedback. Hence, I would be pleased if you would test PAA and tell
people working with ProtoArrays (or other protein microarrays) about the
package.
PAA-Link: http://bioconductor.org/packages/devel/bioc/html/PAA.html
<http://bioconductor.org/packages/devel/bioc/html/PAA.html%20>
Have a lot of fun with BioC 3.0 and PAA!!!
Best regards,
Michael
-------------------------------------------------
Dipl.-Bioinform. Michael Turewicz
Medizinisches Proteom-Center
Ruhr-Universität Bochum
Zentrum für klinische Forschung (ZKF)
Raum E.142
Universitätsstr. 150
D-44801 Bochum
Tel.: +49 234 32 29 275
Fax: +49 234 32 14554
E-Mail: <mailto:michael.turewicz at rub.de> michael.turewicz at rub.de
<http://www.medizinisches-proteom-center.de/>
www.medizinisches-proteom-center.de
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