Tools   Select Another Resource Report Type

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

Software package that performs genetic association tests between SNPs (one-at-a-time) and multiple phenotypes (separately or in joint model).

Proper citation: MultiPhen (RRID:SCR_003498) 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/neuRosim/

Software package that allows users to generate fMRI time series or 4D data. Some high-level functions are created for fast data generation with only a few arguments and a diversity of functions to define activation and noise. For more advanced users it is possible to use the low-level functions and manipulate the arguments.

Proper citation: neuRosim (RRID:SCR_002154) 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/src/contrib/Archive/postgwas/

A comprehensive software toolkit for post-processing, visualization and advanced analysis of GWAS results.

Proper citation: Postgwas (RRID:SCR_000156) 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/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

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

Software package that implements and enhances circular visualization in R. Due to natural born feature of R to draw statistical graphics, this package can provide more general and flexible way to visualize huge information in circular style.

Proper citation: circlize (RRID:SCR_002141) Copy   

•   Source: SciCrunch Registry

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

Software that provides guidelines for the whole process of metabolomic data interpretation, from data pre-processing, to dataset exploration and visualization, to identification of potentially interesting metabolites. Guidelines outline the following processes: preprocessing of high-throughput data (normalization and scalings); principal component analysis with help tool for choosing best-separating principal components and automatic testing for outliers; automatic univariate analysis for parametric and non-parametric data, with generation of specific reports (volcano and box plots); partial least square discriminant analysis (PLS-DA); orthogonal partial least square discriminant analysis (OPLS-DA); Statistical Total Correlation Spectroscopy (STOCSY); and Ratio Analysis Nuclear Magnetic Resonance (NMR) Spectroscopy (RANSY).

Proper citation: MUMA (RRID:SCR_002412) Copy   

•   Source: SciCrunch Registry

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

A Systems Biology Library for R, implementing algorithms for constraint based analyses of metabolic networks (e.g. flux-balance analysis (FBA), minimization of metabolic adjustment (MOMA), regulatory on/off minimization (ROOM), robustness analysis and flux variability analysis). This is an implementation of COBRA toolbox in R language.

Proper citation: sybil - Efficient Constrained Based Modelling in R (RRID:SCR_000457) Copy   

•   Source: SciCrunch Registry

http://www.bioconductor.org/packages/release/data/annotation/html/RmiR.Hs.miRNA.html

Software package for various databases of microRNA Targets.

Proper citation: RmiR.Hs.miRNA (RRID:SCR_000101) Copy   

•   Source: SciCrunch Registry

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

Software R package for meta-analysis for microarrays. It combines either p-values or modified effect sizes from different studies to find differentially expressed genes.

Proper citation: metaMA (RRID:SCR_000408) Copy   

•   Source: SciCrunch Registry

http://CRAN.R-project.org/package=RVAideMemoire

Software package that contains miscellaneous functions useful in biostatistics, such as univariate and multivariate testing procedures with a special emphasis on permutation tests. Many functions shorten existing procedures and implement plotting functions that can be used with a variety of methods and packages.

Proper citation: R package: RVAideMemoire (RRID:SCR_015657) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/viridis/vignettes/intro-to-viridis.html

Software package which brings to R color scales. Created for the Python matplotlib library.

Proper citation: viridis (RRID:SCR_016696) Copy   

•   Source: SciCrunch Registry

https://github.com/benmarwick/cvequality

Software R package contains functions to test for significant differences in coefficients of variation among multiple groups of observations.

Proper citation: cvequality (RRID:SCR_019124) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/gtsummary/index.html

Software R package creating customizable presentation ready tables, summarizing data sets, regression models, and more. Used for publication ready data summary and analytic result tables.

Proper citation: gtsummary (RRID:SCR_021319) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=mHG

Software R package to run minimum hypergeometric test.

Proper citation: Minimum-Hypergeometric Test (RRID:SCR_018776) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=survival

Software R package contains core survival analysis routines, including definition of Surv objects, Kaplan-Meier and Aalen-Johansen (multi-state) curves, Cox models, and parametric accelerated failure time models.

Proper citation: survival (RRID:SCR_021137) Copy   

•   Source: SciCrunch Registry