has specified data input has specified data output implements has format specification is published by is executed in data visualization CEL binary format ILLUMINA data Regression model RMA SAM Gene expression dataset oneChannelGUI http://bioconductor.org/packages/2.4/bioc/html/oneChannelGUI.html Nandini Badarinarayan This package was developed to simplify the use of Bioconductor tools for beginners having limited or no experience in writing R code. This library provides a graphical interface allowing QC, filtering, statistical validation, and alternative splicing analysis. Graph plot BioConductor Software R software Text data set 'FDR' GEO Matrix Series format pdf CEL ASCII format background correction data normalization decision tree induction descriptive statistical calculation differential expression analysis Bioconductor