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https://imdevsoftware.wordpress.com/imdev/

A software application of RExcel that integrates R into Excel as an embedded additon for omics tasks and analysis. It can be used specifically for tasks concerning multivariate data visualization, exploration, and analysis. imDev has interactive modules for dimensional reduction, prediction, feature selection, analysis of correlation, and generation of networked structures, all of which provide an integrated environment for systems level analysis of multivariate data.

Proper citation: imDEV (RRID:SCR_014674) Copy   

•   Source: SciCrunch Registry

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

Software tools to make developing R packages easier by providing R functions that simplify and expedite common tasks.

Proper citation: devtools (RRID:SCR_016961) 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://cran.r-project.org/web/packages/madsim/index.html

A function which allows users to generate two biological conditions synthetic microarray datasets. The user provides a subset of parameters, but default parameter settings can be modified.

Proper citation: madsim (RRID:SCR_014765) 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

https://rpy2.github.io/

Software interface to use R from Python.

Proper citation: rpy2 (RRID:SCR_024701) Copy   

•   Source: SciCrunch Registry

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

R package that takes a list of p-values resulting from the simultaneous testing of hypotheses and estimates their q-values. It is designed to measure the proportion of false positives when a test is significant. The software is capable of generating plots for visualization. It can be applied to problems in genomics, brain imaging, astrophysics, and data mining.

Proper citation: Qvalue (RRID:SCR_001073) Copy   

•   Source: SciCrunch Registry

https://atgu.mgh.harvard.edu/plinkseq/

An open-source C/C++ library for working with human genetic variation data. The specific focus is to provide a platform for analytic tool development for variation data from large-scale resequencing projects, particularly whole-exome and whole-genome studies. However, the library could in principle be applied to other types of genetic studies, including whole-genome association studies of common SNPs. (entry from Genetic Analysis Software)

Proper citation: PLINK/SEQ (RRID:SCR_013193) Copy   

•   Source: SciCrunch Registry

https://igraph.org/r/

Software R package of igraph network analysis library.

Proper citation: igraph for R (RRID:SCR_021238) Copy   

•   Source: SciCrunch Registry

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

Software tool as implementation of network based statistics toolbox in R. Includes mixed effects models.

Proper citation: Network-Based R-Statistics (RRID:SCR_019114) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/oligo.html

Software package to analyze oligonucleotide arrays (expression/SNP/tiling/exon) at probe-level. It currently supports Affymetrix (CEL files) and NimbleGen arrays (XYS files).

Proper citation: oligo (RRID:SCR_015729) Copy   

•   Source: SciCrunch Registry

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

Software package that performs backward selection of fixed effects, forward fitting of the random effects, and post-hoc analysis using parallel capabilities. Other functionality includes the computation of ANOVAs with upper- or lower-bound p-values and R-squared values for each model term, model criticism plots, data trimming on model residuals, and data visualization.

Proper citation: R package: LMERConvenienceFunctions (RRID:SCR_015658) Copy   

•   Source: SciCrunch Registry

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

Data visualization software inspired by Trellis graphics, with an emphasis on multivariate data. Lattice is sufficient for typical graphics needs as well as most nonstandard requirements.

Proper citation: R package: lattice (RRID:SCR_015662) Copy   

•   Source: SciCrunch Registry

https://github.com/hpardoe/napr/

Cloud-based framework that allows users to estimate the age of individual subjects using cortical thickness maps derived from their own locally processed T1-weighted whole brain MRI scans. The provided age prediction models were trained using (i) relevance vector machines and (ii) Gaussian processes machine learning methods applied to cortical thickness surfaces obtained using Freesurfer v5.3.

Proper citation: NAPR: Neuroanatomical Age Prediction using R (RRID:SCR_015759) Copy   

•   Source: SciCrunch Registry

http://www.statsmodels.org/

Statistical software that provides classes and functions for the estimation of many different models, as well as for conducting statistical tests, and statistical data exploration. The results are tested against existing statistical packages to ensure that they are correct. http://conference.scipy.org/proceedings/scipy2010/seabold.html

Proper citation: statsmodel (RRID:SCR_016074) Copy   

•   Source: SciCrunch Registry

http://hyphy.org/

Open source software package for comparative sequence analysis using stochastic evolutionary models. Used for analysis of genetic sequence data in particular the inference of natural selection using techniques in phylogenetics, molecular evolution, and machine learning.

Proper citation: HyPhy (RRID:SCR_016162) Copy   

•   Source: SciCrunch Registry

https://github.com/sdparekh/zUMIs

Software pipeline to process RNA-seq data with UMIs. The input to this pipeline is paired-end fastq files, where one read contains the cDNA sequence and the other read contains UMI and Cell Barcode information.

Proper citation: zUMIs (RRID:SCR_016139) Copy   

•   Source: SciCrunch Registry

http://zzlab.net/blink/index.html

Software for next level of genome wide association studies with both individuals and markers in millions. The method releases the requirement that causative genes are evenly distributed on genome and consequently boosts statistical power.

Proper citation: BLINK (RRID:SCR_016288) Copy   

•   Source: SciCrunch Registry

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

Software R package for model selection and multimodel inference. Used for automated model selection and model-averaging. Provides wrapper for glm and other functions, automatically generating all possible models with specified response and explanatory variables.

Proper citation: glmulti (RRID:SCR_025423) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/SomaticSignatures.html

Software R package for identifying mutational signatures of single nucleotide variants (SNVs) from high-throughput experiments.

Proper citation: SomaticSignatures (RRID:SCR_025620) Copy   

•   Source: SciCrunch Registry