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http://cran.r-project.org/web/packages/RankAggreg/

Software package that performs aggregation of ordered lists based on the ranks using several different algorithms: Borda count, Cross-Entropy Monte Carlo algorithm, Genetic algorithm, and a brute force algorithm.

Proper citation: RankAggreg (RRID:SCR_002225) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/isa2/

A biclustering algorithm that finds modules in an input matrix. A module or bicluster is a block of the reordered input matrix.

Proper citation: Iterative Signature Algorithm (RRID:SCR_002327) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/kdetrees/

R package using a non-parametric method for estimating distributions of phylogenetic trees, with the goal of identifying trees that are significantly different from the rest of the trees in the sample.

Proper citation: Kdetrees (RRID:SCR_004522) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/ExomeDepth/

Software that calls copy number variants (CNVs) from targeted sequence data, typically exome sequencing experiments designed to identify the genetic basis of Mendelian disorders.

Proper citation: ExomeDepth (RRID:SCR_002663) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/enviPat/

Software for fast and very memory-efficient calculation of isotope patterns, subsequent convolution to theoretical envelopes (profiles) plus valley detection and centroidization or intensoid calculation. Batch processing, resolution interpolation, wrapper, adduct calculations and molecular formula parsing.

Proper citation: enviPat (RRID:SCR_003034) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/MCMC.qpcr/

Software package that implements generalized linear mixed model analysis of qRT-PCR data based on lognormal-Poisson model fitted using MCMC. Control genes are not required but can be incorporated as Bayesian priors or, when template abundances correlate with conditions, as trackers of global effects (common to all genes). Also implemented are the lognormal model for higher-abundance data and a classic model involving multi-gene normalization on a by-sample basis. Several plotting functions are included to extract and visualize results.

Proper citation: MCMC.qpcr (RRID:SCR_001721) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/src/contrib/Archive/MetaDE/

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 30, 2022. Software package that implements 12 major meta-analysis methods for differential expression analysis.Package was removed from the CRAN repository.Formerly available versions can be obtained from the archive.Archived on 2018-01-23 as check problems were not corrected in time.

Proper citation: MetaDE (RRID:SCR_000199) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/aLFQ/

An R-package for estimating absolute protein quantities from label-free liquid chromatography tandem mass spectrometry (LC-MS/MS) proteomics data. It supports the commonly used absolute label-free protein abundance estimation methods (TopN, iBAQ, APEX, NSAF and SCAMPI) for LC-MS/MS proteomics data, quantifying on either MS1-, MS2-levels or spectral counts together with validation algorithms to enable automated data analysis and error estimation. Specifically, they used Monte-carlo cross-validation and bootstrapping for model selection and imputation of proteome-wide absolute protein quantity estimation.

Proper citation: aLFQ (RRID:SCR_005925) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/YuGene/

Software providing a simple method for comparison of gene expression generated across different experiments, and on different platforms; that does not require global renormalization, and is not restricted to comparison of identical probes. YuGene works on a range of microarray dataset distributions, such as between manufacturers. The resulting output allows direct comparisons of gene expression between experiments and experimental platforms.

Proper citation: YuGene (RRID:SCR_006023) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/MetaQC/

Software for quality control and diagnosis for microarray meta-analysis. Quantitative quality control measures include: (1) internal homogeneity of co-expression structure among studies (internal quality control; IQC); (2) external consistency of co-expression structure correlating with pathway database (external quality control; EQC); (3) accuracy of differentially expressed gene detection (accuracy quality control; AQCg) or pathway identification (AQCp); (4) consistency of differential expression ranking in genes (consistency quality control; CQCg) or pathways (CQCp). For each quality control index, the p-values from statistical hypothesis testing are minus log transformed and PCA biplots were applied to assist visualization and decision. Results generate systematic suggestions to exclude problematic studies in microarray meta-analysis and potentially can be extended to GWAS or other types of genomic meta-analysis. The identified problematic studies can be scrutinized to identify technical and biological causes (e.g. sample size, platform, tissue collection, preprocessing etc) of their bad quality or irreproducibility for final inclusion / exclusion decision.

Proper citation: MetaQC (RRID:SCR_006000) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/RCircos/

Software package that provides a simple and flexible way to generate Circos 2D track plot images for genomic data visualization. The types of plots include: heatmap, histogram, lines, scatterplot, tiles and plot items for further decorations include connector, link (lines and ribbons), and text (gene) label. All functions require only R graphics package that comes with R base installation.

Proper citation: RCircos (RRID:SCR_003310) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/src/contrib/Archive/aCGH.Spline/

An R package for array comparative genomic hybridization (aCGH) dye bias normalization.

Proper citation: aCGH.Spline (RRID:SCR_002927) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/CNVassoc/

Software package that carries out association analysis of common copy number variants in population-based studies. It includes functions for analysing association under a series of study designs (case-control, cohort, etc), using several dependent variables (class status, censored data, counts) as response, adjusting for covariates and considering various inheritance models. It also includes functions for inferring copy number (CNV genotype calling). Various classes and methods for generic functions (print, summary, plot, anova, ... ) have been created to facilitate the analysis.

Proper citation: CNVassoc (RRID:SCR_002901) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/isopat/

Software function that calculates the isotopic pattern (fine structures) for a given chemical formula.

Proper citation: Isopat (RRID:SCR_003025) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/ptw/

Software that aligns patterns, i.e. it aims to put corresponding features at the same locations. The algorithm searches for an optimal polynomial describing the warping. It is possible to align one sample to a reference, several samples to the same reference, or several samples to several references. One can choose between calculating individual warpings, or one global warping for a set of samples and one reference. Two optimization criteria are implemented: RMS (Root Mean Square error) and WCC (Weighted Cross Correlation).

Proper citation: Parametric Time Warping (RRID:SCR_003053) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/src/contrib/Archive/PurBayes/

An MCMC-based algorithm that uses next-generation sequencing data to estimate tumor purity and clonality for paired tumor-normal data.

Proper citation: PurBayes (RRID:SCR_002068) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/metaRNASeq/

Software package for meta-analysis of RNA-seq data. This package implements two p-value combination techniques (inverse normal and Fisher methods). It also provides a vignette explaining how to combine data from multiple RNA-seq experiments.

Proper citation: metaRNASeq (RRID:SCR_002174) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/src/contrib/Archive/demi/

R package for estimating differential expression from multiple indicators that capitalizes on the high number of concurrent measurements. It extends to various experimental designs and target categories (transcripts, genes, genomic regions) as well as small sample sizes.

Proper citation: DEMI (RRID:SCR_002291) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/VennDiagram/

Software providing a set of functions to generate high-resolution Venn and Euler plots. Includes handling for several special cases, including two-case scaling, and extensive customization of plot shape and structure.

Proper citation: VennDiagram (RRID:SCR_002414) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/enviPick/

Software for sequential partitioning, clustering and peak detection of centroided LC-MS mass spectrometry data (.mzXML). Interactive result and raw data plot.

Proper citation: enviPick (RRID:SCR_003059) Copy   

•   Source: SciCrunch Registry