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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/pairheatmap/

A software tool to compare two heatmaps and discover patterns within and across groups. In the context of biology, group can be defined based on gene ontology.

Proper citation: pairheatmap (RRID:SCR_003109) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/ggplot2/index.html

Open source software package for statistical programming language R to create plots based on grammar of graphics. Used for data visualization to break up graphs into semantic components such as scales and layers.

Proper citation: ggplot2 (RRID:SCR_014601) Copy   

•   Source: SciCrunch Registry

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/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

https://bioconductor.org/packages/variancePartition/

Software R package to quantify and interpret divers of variation in multilevel gene expression experiments.Provides statistical and visualization framework for studying drivers of variation in RNA-seq datasets in many types of high throughput genomic assays including RNA-seq gene-, exon- and isoform-level quantification, splicing efficiency, protein quantification, metabolite quantification, metagenomic assays, methylation arrays and epigenomic sequencing assays.

Proper citation: variancePartition (RRID:SCR_019204) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/ggtree/

Software R package for visualization and annotation of phylogenetic trees with their covariates and other tree like structures with their annotation data. Can import evolutionary data from different tree file formats and analysis programs as well as other associated data from experiments so that various sources and types of data can be displayed on tree for comparison and further analyses.

Proper citation: ggtree (RRID:SCR_018560) Copy   

•   Source: SciCrunch Registry

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

Software R package for analysis of phylogenetics and evolution. Environment for modern phylogenetics and evolutionary analyses in R.

Proper citation: ape (RRID:SCR_017343) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/lme4/index.html

Software R package. Fit linear and generalized linear mixed-effects models. The models and their components are represented using S4 classes and methods. The core computational algorithms are implemented using the 'Eigen' C++ library for numerical linear algebra and 'RcppEigen' "glue."

Proper citation: lme4 (RRID:SCR_015654) Copy   

•   Source: SciCrunch Registry

http://www.r-project.org/

Software environment and programming language for statistical computing and graphics. R is integrated suite of software facilities for data manipulation, calculation and graphical display. Can be extended via packages. Some packages are supplied with the R distribution and more are available through CRAN family.It compiles and runs on wide variety of UNIX platforms, Windows and MacOS.

Proper citation: R Project for Statistical Computing (RRID:SCR_001905) 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

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

Software R package as a nonparametric statistical test to compare clustering structures with applications in functional magnetic resonance imaging data (fMRI). Used for analysis of cluster variability in the diagnosis of neuropsychological disorders.

Proper citation: ANOCVA (RRID:SCR_016719) Copy   

•   Source: SciCrunch Registry

https://www.rdocumentation.org/packages/pheatmap/versions/0.2/topics/pheatmap

Software tool as a function in R to draw clustered heatmaps for better control over graphical parameters.

Proper citation: pheatmap (RRID:SCR_016418) Copy   

•   Source: SciCrunch Registry

https://github.com/powellgenomicslab/ascend

Software R package for analysis of single cell RNA-seq expression, normalization and differential expression data. Provides framework to perform cell and gene filtering, quality control, normalization, dimension reduction, clustering, differential expression, and visualization functions.

Proper citation: ascend (RRID:SCR_017257) Copy   

•   Source: SciCrunch Registry

https://github.com/hms-dbmi/EHRtemporalVariability

Software R package for delineating temporal dataset shifts in electronic health records. Functions to delineate temporal dataset shifts in electronic health records through projection and visualization of dissimilarities among data temporal batches.Enables exploration and identification of dataset shifts, contributing to broadly examine and repurpose large, longitudinal datasets. Used to help ensure reliable data reuse to biomedical data users.

Proper citation: EHRtemporalVariability (RRID:SCR_018663) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/package=precrec

Software R package for fast and accurate precision recall and ROC curve calculations. Calculates accurate precision recall and Receiver Operator Characteristics curves.

Proper citation: precrec (RRID:SCR_018659) Copy   

•   Source: SciCrunch Registry