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

Software R package as set of standards that specify common storage and access model of geographic features made of mostly two dimensional geometries used by geographic information systems. Standardized way to encode spatial vector data. Formalized by Open Geospatial Consortium and International Organization for Standardization.

Proper citation: Simple Features (RRID:SCR_023393) Copy   

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

Software R package implementation of cumulative link models also known as ordered regression models, proportional odds models, proportional hazards models for grouped survival times and ordered logit/probit models.

Proper citation: ordinal (RRID:SCR_022856) Copy   

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

Software package implements Bayesian multilevel models in R using probabilistic programming language Stan.

Proper citation: brms (RRID:SCR_023862) Copy   

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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   

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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   

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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   

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https://www.tidyverse.org/blog/2018/11/parsnip-0-0-1/

Software R package to create and manipulate functions commonly used during modeling e.g. fitting the model, making predictions, etc.

Proper citation: Parsnip (RRID:SCR_024744) Copy   

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https://cran.r-project.org/web/packages/ggbreak/vignettes/ggbreak.html

Software package provides several scale functions to break down ‘gg’ plot into pieces and align them together with gap plot or without (wrap plot or cut plot) ignoring subplots. Package was first designed to set breakpoints for truncating plot to shrink outlier long branch of phylogenetic tree. Set Axis Break for ggplot2.

Proper citation: ggbreak (RRID:SCR_024824) Copy   

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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   

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http://wbiomed.curtin.edu.au/genepop/

Population genetic data analysis software package. Used to perform exact Hardy Weinberg Equilibrium test. Used for population differentiation and for genotypic disequilibrium among pairs of loci. Computes estimates of F-statistics, null allele frequencies, allele size-based statistics for microsatellites, etc. and performs analyses of isolation by distance from pairwise comparisons of individuals or population samples., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: GENEPOP (RRID:SCR_009194) Copy   

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

A software package for meta-analysis of high-throughput experiments using feature annotations. It calculates significant annotations (categories) in each of two (or more) feature (i.e. gene) lists, determines the overlap between the annotations, and returns graphical and tabular data about the significant annotations and which combinations of feature lists the annotations were found to be significant. Interactive exploration is facilitated through the use of RCytoscape (heavily suggested).

Proper citation: categoryCompare (RRID:SCR_001223) Copy   

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http://www.bioconductor.org/packages/2.12/bioc/html/VariantAnnotation.html

Software package to annotate variants, compute amino acid coding changes, and predict coding outcomes.

Proper citation: VariantAnnotation (RRID:SCR_000074) Copy   

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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   

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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   

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

A software package to combine flow cytometry data that has been multiplexed into multiple tubes with common markers between them. It establishes common bins across tubes in terms of the common markers, then determines expression within each tube for each bin in terms of the tube-specific markers.

Proper citation: flowBin (RRID:SCR_000051) Copy   

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https://github.com/nboley/idr

Software R package to measure reproducibility of findings identified from replicate experiments and to provide highly stable thresholds based on reproducibility.

Proper citation: IDR (RRID:SCR_017237) Copy   

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http://factominer.free.fr/index.html

Software R package for multivariate analysis which takes into account different types of data structure. Data can be organized in groups of variable, groups of individuals, or into hierarchy of variables.

Proper citation: FactoMineR (RRID:SCR_014602) Copy   

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

An R package which contains functions for validating the results of a clustering analysis.

Proper citation: clValid (RRID:SCR_014626) Copy   

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

Source code of statistical tests for linear mixed effects models as implemented in lme4. The package also provides the calculation of population means for fixed factors with confidence intervals and corresponding plots.

Proper citation: R package: lmerTest (RRID:SCR_015656) Copy   

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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