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SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.
https://www.bibliometrix.org/home/
Software R package for comprehensive science mapping analysis. Used for quantitative research in scientometrics and bibliometrics that includes all main bibliometric methods of analysis.
Proper citation: bibliometrix (RRID:SCR_023744) Copy
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
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
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
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
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
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
https://cran.r-project.org/web/packages/cowplot/index.html
Software R package as streamlined plot theme and plot annotations for ggplot2. Provides various features that help with creating publication quality figures with ggplot2, such as set of themes, functions to align plots and arrange them into complex compound figures, and functions that make it easy to annotate plots and or mix plots with images.
Proper citation: cowplot (RRID:SCR_018081) Copy
https://CRAN.R-project.org/package=multcomp
Software R package for simultaneous inference in general parametric models. Offers interface to perform multiple comparisons in general context. Simultaneous tests and confidence intervals for general linear hypotheses in parametric models, including linear, generalized linear, linear mixed effects, and survival models.
Proper citation: multcomp (RRID:SCR_018255) Copy
https://CRAN.R-project.org/package=trend
Software package includes tests for trends and change points detection. Used in analysis of environmental data.
Proper citation: trend (RRID:SCR_018658) Copy
https://github.com/stekhoven/missForest
Software R package to impute missing values particularly in case of mixed type data. Non parametric, mixed type imputation method for any type of data for statistical software R. Predicts missing values.
Proper citation: missForest (RRID:SCR_018543) Copy
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
https://CRAN.R-project.org/package=tidyverse
Software tool as collection of R packages designed for data science which share underlying design philosophy, grammar, and data structures. Packages work in harmony because they share common data representations and API design. Used in everyday data analyses.
Proper citation: tidyverse (RRID:SCR_019186) Copy
https://CRAN.R-project.org/package=simr
Software R package for power analysis of generalized linear mixed models by simulation. Used to calculate power for generalised linear mixed models.
Proper citation: SIMR (RRID:SCR_019287) Copy
https://CRAN.R-project.org/package=gbs2ploidy
Software R package as functions for inference of ploidy from Genotyping By Sequencing data, including function to infer allelic ratios and allelic proportions in Bayesian framework.
Proper citation: gbs2ploidy (RRID:SCR_019290) Copy
https://CRAN.R-project.org/package=spdep
Software R package as collection of functions to create spatial weights matrix objects from polygon contiguities, from point patterns by distance and tessellations, for summarizing these objects, and for permitting their use in spatial data analysis, including regional aggregation by minimum spanning tree.
Proper citation: spdep (RRID:SCR_019294) Copy
https://cran.r-project.org/web/packages/igraph/
Software package for graphs and network analysis. Provides functions for generating random and regular graphs, graph visualization, centrality methods and much more.Can be programmed in R, Python, Mathematica, C/C Plus Plus.
Proper citation: igraph (RRID:SCR_019225) Copy
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
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
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
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