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

Network of ftp and web servers around world that store identical, up to date, versions of code and documentation for R. Package archive network for R programming language.

Proper citation: CRAN (RRID:SCR_003005) 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

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

R package from CRAN to extract and visualize the results of multivariate data analysis.

Proper citation: factoextra (RRID:SCR_016692) Copy   

•   Source: SciCrunch Registry

https://github.com/JinmiaoChenLab/Rphenograph

Software R tool as simple R implementation of PhenoGraph algorithm, which is clustering method designed for high dimensional single cell data analysis.

Proper citation: Rphenograph (RRID:SCR_022603) Copy   

•   Source: SciCrunch Registry

http://jefferis.github.io/nat/

Software R package for the (3D) visualisation and analysis of biological image data, especially tracings of single neurons in the context of 3D brain structures.

Proper citation: NeuroAnatomy Toolbox (RRID:SCR_016716) 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://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/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/web/packages/reshape2/index.html

Software R package to flexible rearrange, reshape and aggregate data. Reshape2 is reboot of reshape package.

Proper citation: reshape2 (RRID:SCR_022679) Copy   

•   Source: SciCrunch Registry

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

Software R package to calculate indices and theoretical physicochemical properties of peptides and protein sequences.

Proper citation: Peptides (RRID:SCR_022675) Copy   

•   Source: SciCrunch Registry

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

Software R package for modeling beta distributed dependent variables, e.g., rates and proportions. In addition to maximum likelihood regression (for both mean and precision of beta distributed response), bias corrected and bias reduced estimation as well as finite mixture models and recursive partitioning for beta regressions are provided.

Proper citation: Betareg (RRID:SCR_022494) Copy   

•   Source: SciCrunch Registry

https://github.com/topepo/caret

Software R package that contains functions for training and plotting classification and regression models. Includes methods for pre-processing training data, calculating variable importance, and model visualizations.

Proper citation: Classification And Regression Training (RRID:SCR_022524) Copy   

•   Source: SciCrunch Registry

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

Software R package that simulates pleiotropy, partial pleiotropy, and spurious pleiotropy in wide range of genetic architectures, including additive, dominance and epistatic models. Used to simulate multiple traits controlled by loci with varying degrees of pleiotropy.

Proper citation: simplePHENOTYPES (RRID:SCR_022523) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/ranger/

Software R package as fast implementation of Random Forests for high dimentional data.

Proper citation: ranger (RRID:SCR_022521) Copy   

•   Source: SciCrunch Registry

https://github.com/h2oai/h2o4gpu

Interface to H2O4GPU, collection of GPU solvers for machine learning algorithms.

Proper citation: h2o4gpu (RRID:SCR_022520) Copy   

•   Source: SciCrunch Registry

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

Software package provides interface from R to JAGS library for Bayesian data analysis. Program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation.

Proper citation: rjags (RRID:SCR_017573) Copy   

•   Source: SciCrunch Registry

https://github.com/jkrijthe/Rtsne

Software as R wrapper for Van der Maaten's Barnes-Hut implementation of t-Distributed Stochastic Neighbor Embedding. Used for high-dimentional data visualisation.

Proper citation: Rtsne (RRID:SCR_016342) Copy   

•   Source: SciCrunch Registry

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

Software tool for working with data frame like objects, both in memory and out of memory. It is a grammar of data manipulation, providing a consistent set of verbs that help you solve the most common data manipulation challenges: mutate, select, filer, summerise, arrange.

Proper citation: dplyr (RRID:SCR_016708) Copy   

•   Source: SciCrunch Registry

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

Software tool to provide color schemes for maps and other graphics. R package to create colorful graphs with pre-made color palettes that visualize data.

Proper citation: RColorBrewer (RRID:SCR_016697) Copy   

•   Source: SciCrunch Registry

https://www.rdocumentation.org/packages/statmod/versions/1.4.30

SoftwareR package from CRAN for statistical modeling. Includes growth curve comparisons, limiting dilution analysis (aka ELDA), mixed linear models, heteroscedastic regression, inverse-Gaussian probability calculations, Gauss quadrature and a secure convergence algorithm for nonlinear models. Includes advanced generalized linear model functions that implement secure convergence, dispersion modeling and Tweedie power-law families.

Proper citation: statmod (RRID:SCR_016698) Copy   

•   Source: SciCrunch Registry