Tools   Select Another Resource Report Type

https://www.bioconductor.org/packages//2.10/bioc/html/ArrayTools.html

Software package for quality assessment and to detect differentially expressed genes for the Affymetrix GeneChips, including both 3' -arrays and gene 1.0-ST arrays. The package generates comprehensive analysis reports in HTML format. Hyperlinks on the report page will lead to a series of QC plots, processed data, and differentially expressed gene lists. Differentially expressed genes are reported in tabular format with annotations hyperlinked to online biological databases.

Proper citation: ArrayTools (RRID:SCR_001313) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/affyPLM.html

Software for fitting probe-level models and tools using these models. Probe-level models (PLM) based quality assessment tools.

Proper citation: affyPLM (RRID:SCR_001319) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/plgem.html

Software to detect differential expression in microarray and proteomics datasets. Its use has been shown to improve the detection of differentially expressed genes or proteins in these datasets.

Proper citation: plgem (RRID:SCR_001355) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/pvca.html

Software package that contains the function to assess the batch sourcs by fitting all sources as random effects including two-way interaction terms in the Mixed Model (depends on lme4 package) to selected principal components, which were obtained from the original data correlation matrix. This package accompanies the book Batch Effects and Noise in Microarray Experiements, chapter 12.

Proper citation: PVCA (RRID:SCR_001356) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/metaArray.html

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 23,2022. Software package for data transformation for meta-analysis of microarray Data: Transformation of gene expression data to signed probability scale (MCMC/EM methods) and combined differential expression on raw scale: Weighted Z-score after stabilizing mean-variance relation within platform.

Proper citation: metaArray (RRID:SCR_001353) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/maSigPro.html

A regression based software package to find genes for which there are significant gene expression profile differences between experimental groups in time course microarray experiments.

Proper citation: maSigPro (RRID:SCR_001349) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/genArise.html

An easy to use software tool for dual color microarray data. Its GUI-Tk based environment lets any non-experienced user perform a basic, but not simple, data analysis just following a wizard. In addition it provides some tools for the developer.

Proper citation: genArise (RRID:SCR_001346) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/Harshlight.html

Software package used to detect extended, diffuse and compact blemishes on microarray chips. It automatically marks the areas in a collection of chips (affybatch objects) and a corrected AffyBatch object is returned, in which the defected areas are substituted with NAs or the median of the values of the same probe in the other chips in the collection.

Proper citation: Harshlight (RRID:SCR_001340) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/MiChip.html

Software package that takes the MiChip miRNA microarray .grp scanner output files and parses these out, providing summary and plotting functions to analyse MiChip hybridizations. A set of hybridizations is packaged into an ExpressionSet allowing it to be used by other BioConductor packages.

Proper citation: MiChip (RRID:SCR_001341) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/frma.html

Preprocessing and analysis software for single microarrays and microarray batches.

Proper citation: fRMA (RRID:SCR_001345) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/arrayQualityMetrics.html

Software package that generates microarray quality metrics reports for data in Bioconductor microarray data containers (ExpressionSet, NChannelSet, AffyBatch). Reports contain both general and platform-specific sections. Both one and two color array platforms are supported.

Proper citation: arrayQualityMetrics (RRID:SCR_001335) Copy   

•   Source: SciCrunch Registry
  

https://rdrr.io/bioc/DEDS/

Software library that contains functions that calculate various statistics of differential expression for microarray data, including t statistics, fold change, F statistics, SAM, moderated t and F statistics and B statistics. It also implements methodology (Differential Expression via Distance Summary) which selects differentially expressed genes by integrating and summarizing a set of statistics using a weighted distance approach.

Proper citation: DEDS (RRID:SCR_001339) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/ArrayExpress.html

Software to access the ArrayExpress Repository at EBI and build Bioconductor data structures: ExpressionSet, AffyBatch, NChannelSet

Proper citation: ArrayExpress (R) (RRID:SCR_000120) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/AffyRNADegradation.html

Software package that helps with the assessment and correction of RNA degradation effects in Affymetrix 3' expression arrays. The parameter d gives a robust and accurate measure of RNA integrity. The correction removes the probe positional bias, and thus improves comparability of samples that are affected by RNA degradation.

Proper citation: AffyRNADegradation (RRID:SCR_000118) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/2.12/bioc/html/VariantAnnotation.html

Software package to annotate variants, compute amino acid coding changes, and predict coding outcomes.

Proper citation: VariantAnnotation (RRID:SCR_000074) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/timecourse.html

Software functions for data analysis and graphical displays for developmental microarray time course data.

Proper citation: timecourse (RRID:SCR_000077) Copy   

•   Source: SciCrunch Registry
  

http://bioconductor.org/packages/release/bioc/html/CorMut.html

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 16,2023. Software package for computing correlated mutations based on selection pressure. Three methods are provided for detecting correlated mutations, including conditional selection pressure, mutual information and Jaccard index. The computation consists of two steps: First, the positive selection sites are detected; second, the mutation correlations are computed among the positive selection sites. Note that the first step is optional. Meanwhile, CorMut facilitates the comparison of the correlated mutations between two conditions by the means of correlated mutation network.

Proper citation: CorMut (RRID:SCR_000053) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/flowBin.html

A software package to combine flow cytometry data that has been multiplexed into multiple tubes with common markers between them. It establishes common bins across tubes in terms of the common markers, then determines expression within each tube for each bin in terms of the tube-specific markers.

Proper citation: flowBin (RRID:SCR_000051) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/metaSeq.html

Software package for meta-analysis of RNA-Seq count data in multiple studies. The probabilities by one-sided NOISeq are combined by Fisher's method or Stouffer's method.

Proper citation: metaSeq (RRID:SCR_000056) Copy   

•   Source: SciCrunch Registry
  

http://www.bioconductor.org/packages/release/bioc/html/cn.farms.html

Software R package for copy number variation analysis that allows analysis of the most common Affymetrix (250K-SNP6.0) array types and supports high-performance computing using snow and ff.

Proper citation: cn.FARMS (RRID:SCR_000289) Copy   

•   Source: SciCrunch Registry