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

Software R package used for searching for optimal clustering procedure for data set.

Proper citation: clusterSim (RRID:SCR_023743) Copy   

•   Source: SciCrunch Registry

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

Source code for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal data. It was originally designed for processes observed at arbitrary times in continuous time but some other observation schemes are supported. Both Markov transition rates and the hidden Markov output process can be modelled in terms of covariates, which may be constant or piecewise-constant in time.

Proper citation: MSM (RRID:SCR_015500) 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://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/MIIVsem/index.html

Software R package for estimating structural equation models using instrumental variables.

Proper citation: MIIVsem (RRID:SCR_017444) 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/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=openxlsx

Software R package to simplify creation of .xlsx files by providing high level interface to writing, styling and editing worksheets.

Proper citation: openxlsx (RRID:SCR_019185) Copy   

•   Source: SciCrunch Registry

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

Software general R package providing standard methods for meta analysis.

Proper citation: meta (RRID:SCR_019055) Copy   

•   Source: SciCrunch Registry

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

Software R package for significance tests for canonical correlation analysis, including asymptotic tests and Monte Carlo method.

Proper citation: CCP (RRID:SCR_021745) 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=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

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

Software R package provides misc functions for training and plotting classification and regression models.Contains tools for data splitting, pre-processing, feature selection, model tuning using resampling, and variable importance estimation, as well as other functionality.

Proper citation: caret (RRID:SCR_021138) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/FilterFFPE/

Software R package to find and filter artificial chimeric reads specifically generated in next generation sequencing process of formalin fixed paraffin embedded tissues. These artificial chimeric reads can lead to large number of false positive structural variant calls. Artifact chimeric read filter to improve SV detection in FFPE samples.

Proper citation: FilterFFPE (RRID:SCR_021086) Copy   

•   Source: SciCrunch Registry

https://samuel-marsh.github.io/scCustomize/

Software R package for custom visualizations and functions for streamlined analyses of single cell sequencing.

Proper citation: scCustomize (RRID:SCR_024675) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/DrugSim2DR/

Software R package to predict drug functional similarity to drug repurposing.

Proper citation: DrugSim2DR (RRID:SCR_024564) Copy   

•   Source: SciCrunch Registry

http://cran.r-project.org/web/packages/CpGassoc/index.html

Software R package to test association between methylation at CpG sites across genome and phenotype of interest, adjusting for any relevant covariates. Can perform standard analyses of large datasets without need to manually input data. Can handle mixed effects models with chip or batch entering model as random intercept. Includes tools to apply quality control filters, perform permutation tests, and create QQ plots, manhattan plots, and scatterplots for individual CpG sites.

Proper citation: CpGassoc (RRID:SCR_000320) Copy   

•   Source: SciCrunch Registry

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

Software R package for visualization of intersecting sets. Used for quantitative analysis of sets, their intersections, and aggregates of intersections. Visualizes set intersections in matrix layout and introduces aggregates based on groupings and queries.

Proper citation: ComplexUpset (RRID:SCR_022752) 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