Difference between revisions of "R libraries"

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[[Category:Software]]
a4Base                                      Automated Affymetrix Array Analysis Base Package
+
{{#get_file_data:file=R_PACKAGES
a4Classif                                    Automated Affymetrix Array Analysis Classification Package
+
|data=name=Package,description=Title
a4Core                                      Automated Affymetrix Array Analysis Core Package
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|format=CSV with header
a4Preproc                                    Automated Affymetrix Array Analysis Preprocessing Package
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|cache seconds=3600
a4Reporting                                  Automated Affymetrix Array Analysis Reporting Package
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}}
abind                                        Combine multi-dimensional arrays
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{| class="wikitable"
aCGH                                        Classes and functions for Array Comparative Genomic Hybridization data.
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! Name
actuar                                      Actuarial functions
+
! Description {{#for_external_table:<nowiki/>
ade4                                        Analysis of Ecological Data : Exploratory and Euclidean methods in Environmental sciences
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{{!}}-
afex                                        Analysis of Factorial Experiments
+
{{!}} {{{name}}}
affxparser                                  Affymetrix File Parsing SDK
+
{{!}} {{{description}}}}}
affy                                        Methods for Affymetrix Oligonucleotide Arrays
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|}
affydata                                    Affymetrix Data for Demonstration Purpose
 
affyio                                      Tools for parsing Affymetrix data files
 
affyPLM                                      Methods for fitting probe-level models
 
affyQCReport                                QC Report Generation for affyBatch objects
 
AGDEX                                        Agreement of Differential Expression Analysis
 
Agi4x44PreProcess                            PreProcessing of Agilent 4x44 array data
 
agricolae                                    Statistical Procedures for Agricultural Research
 
akima                                        Interpolation of irregularly spaced data
 
annaffy                                      Annotation tools for Affymetrix biological metadata
 
annotate                                    Annotation for microarrays
 
AnnotationDbi                                Annotation Database Interface
 
AnnotationForge                              Code for Building Annotation Database Packages
 
ape                                          Analyses of Phylogenetics and Evolution
 
aplpack                                      Another Plot PACKage: stem.leaf, bagplot, faces, spin3R, plotsummary, plothulls, and some
 
                                            slider functions
 
aroma.affymetrix                            Analysis of large Affymetrix microarray data sets
 
aroma.apd                                    A probe-level data file format used by aroma.affymetrix [DEPRECATED]
 
aroma.core                                  Core methods and classes used by aroma.* packages part of The Aroma Framework
 
aroma.light                                  Light-weight methods for normalization and visualization of microarray data using only
 
                                            basic R data types
 
arrayQualityMetrics                          Quality metrics on microarray data sets
 
aster                                        Aster Models
 
automap                                      Automatic interpolation package
 
aws                                          Adaptive Weights Smoothing
 
awsMethods                                  Class and Methods definitions for packages aws, adimpro, fmri, dwi
 
BAMD                                        Bayesian Association Model for Genomic Data with Missing Covariates
 
base                                        The R Base Package
 
base64                                      Base 64 encoder/decoder
 
base64enc                                    Tools for base64 encoding
 
batchmeans                                  Consistent Batch Means Estimation of Monte Carlo Standard Errors
 
batman                                      Bayesian AuTomated Metabolite Analyser for NMR spectra
 
BayesLogit                                  Logistic Regression
 
baySeq                                      Empirical Bayesian analysis of patterns of differential expression in count data
 
bdsmatrix                                    Routines for Block Diagonal Symmetric matrices
 
beadarray                                    Quality assessment and low-level analysis for Illumina BeadArray data
 
BeadDataPackR                                Compression of Illumina BeadArray data
 
Benchmarking                                Benchmark and frontier analysis using DEA and SFA
 
binom                                        Binomial Confidence Intervals For Several Parameterizations
 
Biobase                                      Biobase: Base functions for Bioconductor
 
BiocGenerics                                Generic functions for Bioconductor
 
BiocInstaller                                Install/Update Bioconductor and CRAN Packages
 
biom                                        An interface package (beta) for the BIOM file format.
 
biomaRt                                      Interface to BioMart databases (e.g. Ensembl, COSMIC ,Wormbase and Gramene)
 
biomod2                                      Ensemble platform for species distribution modeling
 
Biostrings                                  String objects representing biological sequences, and matching algorithms
 
biovizBase                                  Basic graphic utilities for visualization of genomic data.
 
bit                                          A class for vectors of 1-bit booleans
 
bitops                                      Bitwise Operations
 
boot                                        Bootstrap Functions (originally by Angelo Canty for S)
 
BSgenome                                    Infrastructure for Biostrings-based genome data packages
 
BSgenome.Hsapiens.UCSC.hg19                  Homo sapiens (Human) full genome (UCSC version hg19)
 
Cairo                                        R graphics device using cairo graphics library for creating high-quality bitmap (PNG,
 
                                            JPEG, TIFF), vector (PDF, SVG, PostScript) and display (X11 and Win32) output.
 
CAMERA                                      Collection of annotation related methods for mass spectrometry data
 
car                                          Companion to Applied Regression
 
Category                                    Category Analysis
 
caTools                                      Tools: moving window statistics, GIF, Base64, ROC AUC, etc.
 
CCA                                          Canonical correlation analysis
 
cghFLasso                                    Detecting hot spot on CGH array data with fused lasso regression.
 
chron                                        Chronological objects which can handle dates and times
 
Ckmeans.1d.dp                                Optimal distance-based clustering for one-dimensional data
 
class                                        Functions for Classification
 
cluster                                      Cluster Analysis Extended Rousseeuw et al.
 
CNVtools                                    A package to test genetic association with CNV data
 
coda                                        Output analysis and diagnostics for MCMC
 
codetools                                    Code Analysis Tools for R
 
coin                                        Conditional Inference Procedures in a Permutation Test Framework
 
colorspace                                  Color Space Manipulation
 
combinat                                    combinatorics utilities
 
compiler                                    The R Compiler Package
 
CompQuadForm                                Distribution function of quadratic forms in normal variables
 
corpcor                                      Efficient Estimation of Covariance and (Partial) Correlation
 
coxme                                        Mixed Effects Cox Models.
 
crlmm                                        Genotype Calling (CRLMM) and Copy Number Analysis tool for Affymetrix SNP 5.0 and 6.0 and
 
                                            Illumina arrays.
 
cummeRbund                                  Analysis, exploration, manipulation, and visualization of Cufflinks high-throughput
 
                                            sequencing data.
 
datasets                                    The R Datasets Package
 
DBI                                          R Database Interface
 
deldir                                      Delaunay Triangulation and Dirichlet (Voronoi) Tessellation.
 
DESeq                                        Differential gene expression analysis based on the negative binomial distribution
 
DESeq2                                      Differential gene expression analysis based on the negative binomial distribution
 
deSolve                                      General Solvers for Initial Value Problems of Ordinary Differential Equations (ODE),
 
                                            Partial Differential Equations (PDE), Differential Algebraic Equations (DAE), and Delay
 
                                            Differential Equations (DDE)
 
DEXSeq                                      Inference of differential exon usage in RNA-Seq
 
dichromat                                    Color Schemes for Dichromats
 
digest                                      Create cryptographic hash digests of R objects
 
dismo                                        Species distribution modeling
 
diversitree                                  diversitree: comparative phylogenetic analyses of diversification
 
DNAcopy                                      DNA copy number data analysis
 
doMC                                        Foreach parallel adaptor for the multicore package
 
doParallel                                  Foreach parallel adaptor for the parallel package
 
doSNOW                                      Foreach parallel adaptor for the snow package
 
dynamicTreeCut                              Methods for detection of clusters in hierarchical clustering dendrograms.
 
DynDoc                                      Dynamic document tools
 
e1071                                        Misc Functions of the Department of Statistics (e1071), TU Wien
 
edgeR                                        Empirical analysis of digital gene expression data in R
 
effects                                      Effect Displays for Linear, Generalized Linear, Multinomial-Logit, Proportional-Odds
 
                                            Logit Models and Mixed-Effects Models
 
ellipse                                      Functions for drawing ellipses and ellipse-like confidence regions
 
expm                                        Matrix exponential
 
FactoMineR                                  Multivariate Exploratory Data Analysis and Data Mining with R
 
fastcluster                                  Fast hierarchical clustering routines for R and Python
 
fastmatch                                    Fast match() function
 
fda                                          Functional Data Analysis
 
fdrtool                                      Estimation of (Local) False Discovery Rates and Higher Criticism
 
ff                                          memory-efficient storage of large data on disk and fast access functions
 
ffbase                                      Basic statistical functions for package ff
 
flashClust                                  Implementation of optimal hierarchical clustering
 
fields                                      Tools for spatial data
 
foreach                                      Foreach looping construct for R
 
foreign                                      Read Data Stored by Minitab, S, SAS, SPSS, Stata, Systat, Weka, dBase, ...
 
Formula                                      Extended Model Formulas
 
gage                                        Generally Applicable Gene-set Enrichment for Pathway Analysis
 
gageData                                    Auxillary data for gage package
 
gam                                          Generalized Additive Models
 
gamm4                                        Generalized additive mixed models using mgcv and lme4
 
gbm                                          Generalized Boosted Regression Models
 
gcrma                                        Background Adjustment Using Sequence Information
 
gdata                                        Various R programming tools for data manipulation
 
gee                                          Generalized Estimation Equation solver
 
geiger                                      Analysis of evolutionary diversification
 
GeneCycle                                    Identification of Periodically Expressed Genes
 
genefilter                                  genefilter: methods for filtering genes from microarray experiments
 
GeneNet                                      Modeling and Inferring Gene Networks
 
geneplotter                                  Graphics related functions for Bioconductor
 
GenomicFeatures                              Tools for making and manipulating transcript centric annotations
 
GenomicRanges                                Representation and manipulation of genomic intervals
 
geoR                                        Analysis of geostatistical data
 
geoRglm                                      geoRglm - a package for generalised linear spatial models
 
getopt                                      C-like getopt behavior.
 
ggplot2                                      An implementation of the Grammar of Graphics
 
GLAD                                        Gain and Loss Analysis of DNA
 
glmmADMB                                    Generalized Linear Mixed Models using AD Model Builder
 
glmnet                                      Lasso and elastic-net regularized generalized linear models
 
gmm                                          Generalized Method of Moments and Generalized Empirical Likelihood
 
gmodels                                      Various R programming tools for model fitting
 
GO.db                                        A set of annotation maps describing the entire Gene Ontology
 
GOstats                                      Tools for manipulating GO and microarrays.
 
gplots                                      Various R programming tools for plotting data
 
GPseq                                        gpseq: Using the generalized Poisson distribution to model sequence read counts from high
 
                                            throughput sequencing experiments
 
graph                                        graph: A package to handle graph data structures
 
graphics                                    The R Graphics Package
 
grDevices                                    The R Graphics Devices and Support for Colours and Fonts
 
gregmisc                                    Greg's Miscellaneous Functions
 
grid                                        The Grid Graphics Package
 
gridExtra                                    functions in Grid graphics
 
grofit                                      The package was developed to fit fit many growth curves obtained under different
 
                                            conditions.
 
GSA                                          Gene set analysis
 
gsalib                                      Utility functions for GATK
 
GSEABase                                    Gene set enrichment data structures and methods
 
gsl                                          wrapper for the Gnu Scientific Library
 
gstat                                        spatial and spatio-temporal geostatistical modelling, prediction and simulation
 
gsubfn                                      Utilities for strings and function arguments.
 
gtable                                      Arrange grobs in tables.
 
gtools                                      Various R programming tools
 
Gviz                                        Plotting data and annotation information along genomic coordinates
 
heatmap.plus                                Heatmap with more sensible behavior.
 
hexbin                                      Hexagonal Binning Routines
 
hglm                                        Hierarchical Generalized Linear Models
 
hgu133plus2.db                              Affymetrix Human Genome U133 Plus 2.0 Array annotation data (chip hgu133plus2)
 
hgu95av2.db                                  Affymetrix Human Genome U95 Set annotation data (chip hgu95av2)
 
hierNet                                      A Lasso for Hierarchical Interactions
 
HilbertVis                                  Hilbert curve visualization
 
Hmisc                                        Harrell Miscellaneous
 
HSAUR2                                      A Handbook of Statistical Analyses Using R (2nd Edition)
 
httr                                        Tools for working with URLs and HTTP
 
hwriter                                      HTML Writer - Outputs R objects in HTML format
 
hydroGOF                                    Goodness-of-fit functions for comparison of simulated and observed hydrological time
 
                                            series
 
hydroTSM                                    Time series management, analysis and interpolation for hydrological modelling
 
igraph                                      Network analysis and visualization
 
illuminaio                                  Parsing Illumina microarray output files
 
impute                                      impute: Imputation for microarray data
 
INLA                                        Functions which allow to perform full Bayesian analysis of latent Gaussian models using
 
                                            Integrated Nested Laplace Approximaxion
 
inline                                      Inline C, C++, Fortran function calls from R
 
intervals                                    Tools for working with points and intervals
 
IRanges                                      Infrastructure for manipulating intervals on sequences
 
iterators                                    Iterator construct for R
 
itertools                                    Iterator Tools
 
jpeg                                        Read and write JPEG images
 
KEGG.db                                      A set of annotation maps for KEGG
 
KEGGgraph                                    KEGGgraph: A graph approach to KEGG PATHWAY in R and Bioconductor
 
KEGGREST                                    Client-side REST access to KEGG
 
KernSmooth                                  Functions for kernel smoothing for Wand & Jones (1995)
 
KFAS                                        Kalman Filter and Smoother for Exponential Family State Space Models.
 
ks                                          Kernel smoothing
 
labeling                                    Axis Labeling
 
lars                                        Least Angle Regression, Lasso and Forward Stagewise
 
laser                                        Likelihood Analysis of Speciation/Extinction Rates from Phylogenies
 
lattice                                      Lattice Graphics
 
latticeExtra                                Extra Graphical Utilities Based on Lattice
 
leaps                                        regression subset selection
 
LearnBayes                                  Functions for Learning Bayesian Inference
 
limma                                        Linear Models for Microarray Data
 
lme4                                        Linear mixed-effects models using Eigen and S4
 
lmtest                                      Testing Linear Regression Models
 
locfit                                      Local Regression, Likelihood and Density Estimation.
 
longitudinal                                Analysis of Multiple Time Course Data
 
LPCM                                        Local principal curve methods
 
lpridge                                      Local Polynomial (Ridge) Regression
 
lpSolveAPI                                  R Interface for lp_solve version 5.5.2.0
 
maanova                                      Tools for analyzing Micro Array experiments
 
magic                                        create and investigate magic squares
 
mapdata                                      Extra Map Databases
 
mapproj                                      Map Projections
 
maps                                        Draw Geographical Maps
 
maptools                                    Tools for reading and handling spatial objects
 
marray                                      Exploratory analysis for two-color spotted microarray data
 
MARSS                                        Multivariate Autoregressive State-Space Modeling
 
MASS                                        Support Functions and Datasets for Venables and Ripley's MASS
 
Matrix                                      Sparse and Dense Matrix Classes and Methods
 
matrixcalc                                  Collection of functions for matrix calculations
 
matrixStats                                  Methods that apply to rows and columns of a matrix
 
mboost                                      Model-Based Boosting
 
mclust                                      Normal Mixture Modeling for Model-Based Clustering, Classification, and Density
 
                                            Estimation
 
MCMCpack                                    Markov chain Monte Carlo (MCMC) Package
 
mda                                          Mixture and flexible discriminant analysis
 
memoise                                      Memoise functions
 
methods                                      Formal Methods and Classes
 
mgcv                                        Mixed GAM Computation Vehicle with GCV/AIC/REML smoothness estimation
 
minqa                                        Derivative-free optimization algorithms by quadratic approximation
 
misc3d                                      Miscellaneous 3D Plots
 
MLInterfaces                                Uniform interfaces to R machine learning procedures for data in Bioconductor containers
 
mmap                                        Map Pages of Memory
 
modeltools                                  Tools and Classes for Statistical Models
 
mombf                                        Moment and Inverse Moment Bayes factors
 
monomvn                                      Estimation for multivariate normal and Student-t data with monotone missingness
 
mpm                                          Multivariate Projection Methods
 
msdata                                      Various Mass Spectrometry raw data example files
 
msm                                          Multi-state Markov and hidden Markov models in continuous time
 
multcomp                                    Simultaneous Inference in General Parametric Models
 
multicore                                    Parallel processing of R code on machines with multiple cores or CPUs
 
multtest                                    Resampling-based multiple hypothesis testing
 
munsell                                      Munsell colour system
 
MVA                                          An Introduction to Applied Multivariate Analysis with R
 
mvtnorm                                      Multivariate Normal and t Distributions
 
mzR                                          parser for netCDF, mzXML, mzData and mzML files (mass spectrometry data)
 
ncbit                                        retrieve and build NBCI taxonomic data
 
ncdf                                        Interface to Unidata netCDF data files
 
ncvreg                                      Regularization paths for SCAD- and MCP-penalized regression models
 
ngspatial                                    Classes for Spatial Data
 
nlme                                        Linear and Nonlinear Mixed Effects Models
 
nnet                                        Feed-forward Neural Networks and Multinomial Log-Linear Models
 
oligo                                        Preprocessing tools for oligonucleotide arrays.
 
oligoClasses                                Classes for high-throughput arrays supported by oligo and crlmm
 
opm                                          Tools for analysing OmniLog(R) Phenotype Microarray data
 
org.Hs.eg.db                                Genome wide annotation for Human
 
ouch                                        Ornstein-Uhlenbeck models for phylogenetic comparative hypotheses
 
pamr                                        Pam: prediction analysis for microarrays
 
parallel                                    Support for Parallel computation in R
 
pathview                                    a tool set for pathway based data integration and visualization
 
pbkrtest                                    Parametric bootstrap and Kenward Roger based methods for mixed model comparison
 
permute                                      Functions for generating restricted permutations of data
 
pheatmap                                    Pretty Heatmaps
 
phia                                        Post-Hoc Interaction Analysis
 
phyext                                      An extension of some of the classes in phylobase.  Tree objects now support subnodes on
 
                                            branches
 
phylobase                                    Base package for phylogenetic structures and comparative data
 
phyloseq                                    Handling and analysis of high-throughput microbiome census data.
 
picante                                      R tools for integrating phylogenies and ecology
 
pixmap                                      Bitmap Images (``Pixel Maps'')
 
pkgutils                                    pkgutils -- Utilities for creating R packages.
 
plier                                        Implements the Affymetrix PLIER algorithm
 
plotrix                                      Various plotting functions
 
pls                                          Partial Least Squares and Principal Component regression
 
plyr                                        Tools for splitting, applying and combining data
 
png                                          Read and write PNG images
 
polyclip                                    Polygon Clipping
 
pomp                                        Statistical inference for partially observed Markov processes
 
preprocessCore                              A collection of pre-processing functions
 
prettyR                                      Pretty descriptive stats.
 
pROC                                        display and analyze ROC curves
 
proftools                                    Profile Output Processing Tools for R
 
proj4                                        A simple interface to the PROJ.4 cartographic projections library
 
proto                                        Prototype object-based programming
 
PSCBS                                        Analysis of Parent-Specific DNA Copy Numbers
 
pscl                                        Political Science Computational Laboratory, Stanford University
 
ptw                                          Parametric Time Warping
 
quantreg                                    Quantile Regression
 
qvalue                                      Q-value estimation for false discovery rate control
 
R2admb                                      ADMB to R interface functions
 
R2jags                                      A Package for Running jags from R
 
R2WinBUGS                                    Running WinBUGS and OpenBUGS from R / S-PLUS
 
RandomFields                                Simulation and Analysis of Random Fields
 
randomForest                                Breiman and Cutler's random forests for classification and regression
 
RankProd                                    Rank Product method for identifying differentially expressed genes with application in
 
                                            meta-analysis
 
raster                                      raster: Geographic data analysis and modeling
 
rasterVis                                    Visualization methods for the raster package
 
RBGL                                        An interface to the BOOST graph library
 
R.cache                                     Fast and light-weight caching (memoization) of objects and results to speed up
 
                                            computations
 
Rcmdr                                        R Commander
 
RColorBrewer                                ColorBrewer palettes
 
Rcpp                                        Seamless R and C++ Integration
 
RcppArmadillo                                Rcpp integration for Armadillo templated linear algebra library
 
RcppEigen                                    Rcpp integration for the Eigen templated linear algebra library.
 
RCurl                                        General network (HTTP/FTP/...) client interface for R
 
rda                                          Shrunken Centroids Regularized Discriminant Analysis
 
R.devices                                    Unified handling of graphics devices
 
relimp                                      Relative Contribution of Effects in a Regression Model
 
reshape                                      Flexibly reshape data.
 
reshape2                                    Flexibly reshape data: a reboot of the reshape package.
 
R.filesets                                  Easy handling of and access to files organized in structured directories
 
rgdal                                        Bindings for the Geospatial Data Abstraction Library
 
rgeos                                        Interface to Geometry Engine - Open Source (GEOS)
 
rgl                                          3D visualization device system (OpenGL)
 
Rgraphviz                                    Provides plotting capabilities for R graph objects
 
R.huge                                      Methods for accessing huge amounts of data [DEPRECATED]
 
rjags                                        Bayesian graphical models using MCMC
 
rJava                                        Low-level R to Java interface
 
rjson                                        JSON for R
 
RJSONIO                                      Serialize R objects to JSON, JavaScript Object Notation
 
RMark                                        R Code for MARK Analysis
 
R.methodsS3                                  Utility function for defining S3 methods
 
RMySQL                                      R interface to the MySQL database
 
ROCR                                        Visualizing the performance of scoring classifiers.
 
R.oo                                        R object-oriented programming with or without references
 
rpanel                                      Simple interactive controls for R using the tcltk library.
 
rpart                                        Recursive Partitioning and Regression Trees
 
rrBLUP                                      Ridge regression and other kernels for genomic selection
 
R.rsp                                        Dynamic generation of scientific reports
 
Rsamtools                                    Binary alignment (BAM), variant call (BCF), or tabix file import
 
RSQLite                                      SQLite interface for R
 
RSQLite.extfuns                              Math and String Extension Functions for RSQLite
 
Rsubread                                    Rsubread: high-performance read alignment, quantification and mutation discovery
 
rtracklayer                                  R interface to genome browsers and their annotation tracks
 
R.utils                                      Various programming utilities
 
Rwave                                        Time-Frequency analysis of 1-D signals
 
sandwich                                    Robust Covariance Matrix Estimators
 
scales                                      Scale functions for graphics.
 
scatterplot3d                                3D Scatter Plot
 
sealasso                                    Standard Error Adjusted Adaptive Lasso
 
sem                                          Structural Equation Models
 
SemiPar                                      Semiparametic Regression
 
seqMeta                                      An R package for meta-analyzing region-based tests of rare DNA variants
 
setRNG                                      Set (Normal) Random Number Generator and Seed
 
sfsmisc                                      Utilities from Seminar fuer Statistik ETH Zurich
 
siggenes                                    Multiple testing using SAM and Efron's empirical Bayes approaches
 
simpleaffy                                  Very simple high level analysis of Affymetrix data
 
snow                                        Simple Network of Workstations
 
snowfall                                    Easier cluster computing (based on snow).
 
SNPchip                                      Visualizations for copy number alterations
 
sp                                          classes and methods for spatial data
 
spacetime                                    classes and methods for spatio-temporal data
 
spam                                        SPArse Matrix
 
SparseM                                      Sparse Linear Algebra
 
spatial                                      Functions for Kriging and Point Pattern Analysis
 
spatial.tools                                R functions for working with spatial data.
 
spatstat                                    Spatial Point Pattern analysis, model-fitting, simulation, tests
 
spBayes                                      Univariate and Multivariate Spatial-temporal Modeling
 
spdep                                        Spatial dependence: weighting schemes, statistics and models
 
splancs                                      Spatial and Space-Time Point Pattern Analysis
 
splines                                      Regression Spline Functions and Classes
 
sqldf                                        Perform SQL Selects on R Data Frames
 
statmod                                      Statistical Modeling
 
stats                                        The R Stats Package
 
stats4                                      Statistical Functions using S4 Classes
 
stringr                                      Make it easier to work with strings.
 
strucchange                                  Testing, Monitoring, and Dating Structural Changes
 
subplex                                      Subplex optimization algorithm
 
survival                                    Survival Analysis
 
SVGAnnotation                                Tools for post-processing SVG plots created in R
 
tcltk                                        Tcl/Tk Interface
 
tcltk2                                      Tcl/Tk Additions
 
tensor                                      Tensor product of arrays
 
TH.data                                      TH's Data Archive
 
tilingArray                                  Transcript mapping with high-density oligonucleotide tiling arrays
 
tmvtnorm                                    Truncated Multivariate Normal and Student t Distribution
 
tools                                        Tools for Package Development
 
truncnorm                                    Truncated normal distribution
 
trust                                        Trust Region Optimization
 
TxDb.Hsapiens.UCSC.hg19.knownGene            Annotation package for TranscriptDb object(s)
 
ucminf                                      General-purpose unconstrained non-linear optimization
 
unmarked                                    Models for Data from Unmarked Animals
 
utils                                        The R Utils Package
 
varSelectIP                                  Objective Bayes Model Selection
 
varSelRF                                    Variable selection using random forests
 
vcd                                          Visualizing Categorical Data
 
vegan                                        Community Ecology Package
 
VGAM                                        Vector Generalized Linear and Additive Models
 
vsn                                          Variance stabilization and calibration for microarray data
 
waveslim                                    Basic wavelet routines for one-, two- and three-dimensional signal processing
 
wavethresh                                  Wavelets statistics and transforms.
 
WGCNA                                        Weighted Correlation Network Analysis
 
xcms                                        LC/MS and GC/MS Data Analysis
 
XML                                          Tools for parsing and generating XML within R and S-Plus.
 
xps                                          Processing and Analysis of Affymetrix Oligonucleotide Arrays including Exon Arrays, Whole
 
                                            Genome Arrays and Plate Arrays
 
xtable                                      Export tables to LaTeX or HTML
 
xts                                          eXtensible Time Series
 
XVector                                      Representation and manpulation of external sequences
 
yaml                                        Methods to convert R data to YAML and back
 
zlibbioc                                    An R packaged zlib-1.2.5
 
zoo                                          S3 Infrastructure for Regular and Irregular Time Series (Z's ordered observations)
 
</pre>
 

Latest revision as of 13:59, 30 June 2017


Name Description
a4Core Automated Affymetrix Array Analysis Core Package
a4Preproc Automated Affymetrix Array Analysis Preprocessing Package
abind Combine Multidimensional Arrays
acepack ACE and AVAS for Selecting Multiple Regression Transformations
adabag Applies Multiclass AdaBoost.M1
adagio Discrete and Global Optimization Routines
ade4 Analysis of Ecological Data: Exploratory and Euclidean Methods in Environmental Sciences
adegenet Exploratory Analysis of Genetic and Genomic Data
AdhereR Adherence to Medications
adnuts No-U-Turn MCMC Sampling for 'ADMB' and 'TMB' Models
affxparser Affymetrix File Parsing SDK
affy Methods for Affymetrix Oligonucleotide Arrays
affyio Tools for parsing Affymetrix data files
affyPLM Methods for fitting probe-level models
AGHmatrix Relationship matrices for diploid and autopolyploid species
agricolae Statistical Procedures for Agricultural Research
akima Interpolation of Irregularly and Regularly Spaced Data
ALDEx2 Analysis Of Differential Abundance Taking Sample Variation Into Account
AlgDesign Algorithmic Experimental Design
amap Another Multidimensional Analysis Package
Amelia A Program for Missing Data
animation A Gallery of Animations in Statistics and Utilities to Create Animations
annaffy Annotation tools for Affymetrix biological metadata
annotate Annotation for microarrays
AnnotationDbi Annotation Database Interface
AnnotationFilter Facilities for Filtering Bioconductor Annotation Resources
AnnotationHub Client to access AnnotationHub resources
annotSnpStats Annotated SnpMatrix objects
apcluster Affinity Propagation Clustering
ape Analyses of Phylogenetics and Evolution
arm Data Analysis Using Regression and Multilevel/Hierarchical Models
aroma.light Light-Weight Methods for Normalization and Visualization of Microarray Data using Only Basic R Data Types
arrayQualityMetrics Quality metrics report for microarray data sets
assertive Readable Check Functions to Ensure Code Integrity
assertive.base A Lightweight Core of the 'assertive' Package
assertive.code Assertions to Check Properties of Code
assertive.data Assertions to Check Properties of Data
assertive.data.uk Assertions to Check Properties of Strings
assertive.data.us Assertions to Check Properties of Strings
assertive.datetimes Assertions to Check Properties of Dates and Times
assertive.files Assertions to Check Properties of Files
assertive.matrices Assertions to Check Properties of Matrices
assertive.models Assertions to Check Properties of Models
assertive.numbers Assertions to Check Properties of Numbers
assertive.properties Assertions to Check Properties of Variables
assertive.reflection Assertions for Checking the State of R
assertive.sets Assertions to Check Properties of Sets
assertive.strings Assertions to Check Properties of Strings
assertive.types Assertions to Check Types of Variables
assertthat Easy Pre and Post Assertions
automap Automatic interpolation package
backports Reimplementations of Functions Introduced Since R-3.0.0
ballgown Flexible
BAMMtools Analysis and Visualization of Macroevolutionary Dynamics on Phylogenetic Trees
base64 Base64 Encoder and Decoder
base64enc Tools for base64 encoding
baseline Baseline Correction of Spectra
bayesm Bayesian Inference for Marketing/Micro-Econometrics
bayesplot Plotting for Bayesian Models
bazar Miscellaneous Basic Functions
BB Solving and Optimizing Large-Scale Nonlinear Systems
bbmle Tools for General Maximum Likelihood Estimation
bdsmatrix Routines for Block Diagonal Symmetric Matrices
beadarray Quality assessment and low-level analysis for Illumina BeadArray data
BeadDataPackR Compression of Illumina BeadArray data
beanplot Visualization via Beanplots (like Boxplot/Stripchart/Violin Plot)
BEDMatrix Extract Genotypes from a PLINK .bed File
bestglm Best Subset GLM and Regression Utilities
BGData A Suite of Packages for Analysis of Big Genomic Data
BGLR Bayesian Generalized Linear Regression
BH Boost C++ Header Files
BiasedUrn Biased Urn Model Distributions
bibtex Bibtex Parser
biganalytics Utilities for 'big.matrix' Objects from Package 'bigmemory'
big.char Provides Very Large Vectors of Character Strings
big.data.frame Extend big.char and bigmemory's big.matrix to support larger-than-RAM data.frame-like objects in R.
biglm bounded memory linear and generalized linear models
bigmemory Manage Massive Matrices with Shared Memory and Memory-Mapped Files
bigmemory.sri A shared resource interface for Bigmemory Project packages
BigVAR Dimension Reduction Methods for Multivariate Time Series
bindr Parametrized Active Bindings
bindrcpp An 'Rcpp' Interface to Active Bindings
Biobase Biobase: Base functions for Bioconductor
BiocGenerics S4 generic functions for Bioconductor
BiocInstaller Install/Update Bioconductor
BiocParallel Bioconductor facilities for parallel evaluation
BioGeoBEARS BioGeography with Bayesian (and Likelihood) Evolutionary Analysis in R Scripts
biomaRt Interface to BioMart databases (e.g. Ensembl
biomformat An interface package for the BIOM file format
Biostrings Efficient manipulation of biological strings
biovizBase Basic graphic utilities for visualization of genomic data.
bipartite Visualising Bipartite Networks and Calculating Some (Ecological) Indices
bit A Class for Vectors of 1-Bit Booleans
bit64 A S3 Class for Vectors of 64bit Integers
bitops Bitwise Operations
blob A Simple S3 Class for Representing Vectors of Binary Data ('BLOBS')
blockmodeling Generalized and Classical Blockmodeling of Valued Networks
bold Interface to Bold Systems API
Boom Bayesian Object Oriented Modeling
BoomSpikeSlab MCMC for Spike and Slab Regression
boot Bootstrap Functions (Originally by Angelo Canty for S)
brew Templating Framework for Report Generation
broom Convert Statistical Analysis Objects into Tidy Data Frames
BSgenome Software infrastructure for efficient representation of full genomes and their SNPs
BSgenome.Hsapiens.UCSC.hg19 Full genome sequences for Homo sapiens (UCSC version hg19)
bsts Bayesian Structural Time Series
bumphunter Bump Hunter
BurStFin Burns Statistics Financial
Cairo R graphics device using cairo graphics library for creating high-quality bitmap (PNG
calibrate Calibration of Scatterplot and Biplot Axes
callr Call R from R
CAMERA Collection of annotation related methods for mass spectrometry data
car Companion to Applied Regression
carData Companion to Applied Regression Data Sets
caret Classification and Regression Training
caTools Tools: moving window statistics
CCA Canonical correlation analysis
cccrm Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
ccdrAlgorithm CCDr Algorithm for Learning Sparse Gaussian Bayesian Networks
cellranger Translate Spreadsheet Cell Ranges to Rows and Columns
checkmate Fast and Versatile Argument Checks
ChemoSpec Exploratory Chemometrics for Spectroscopy
chopsticks The snp.matrix and X.snp.matrix classes
chron Chronological Objects which can Handle Dates and Times
circlize Circular Visualization
cladoRcpp C++ implementations of phylogenetic cladogenesis calculations
class Functions for Classification
classInt Choose Univariate Class Intervals
cleangeo Cleaning Geometries from Spatial Objects
cli Helpers for Developing Command Line Interfaces
clipr Read and Write from the System Clipboard
clue Cluster Ensembles
cluster Finding Groups in Data: Cluster Analysis Extended Rousseeuw et al.
clusterGeneration Random Cluster Generation (with Specified Degree of Separation)
clusterProfiler statistical analysis and visualization of functional profiles for genes and gene clusters
cnv Detection of Copy Number Variation by Sequencing
coda Output Analysis and Diagnostics for MCMC
codetools Code Analysis Tools for R
coin Conditional Inference Procedures in a Permutation Test Framework
colorspace Color Space Manipulation
colourpicker A Colour Picker Tool for Shiny and for Selecting Colours in Plots
combinat combinatorics utilities
commonmark High Performance CommonMark and Github Markdown Rendering in R
compare Comparing Objects for Differences
ComplexHeatmap Making Complex Heatmaps
compositions Compositional Data Analysis
CompRandFld Composite-Likelihood Based Analysis of Random Fields
concaveman A Very Fast 2D Concave Hull Algorithm
CondReg Condition Number Regularized Covariance Estimation
config Manage Environment Specific Configuration Values
corpcor Efficient Estimation of Covariance and (Partial) Correlation
covr Test Coverage for Packages
cowplot Streamlined Plot Theme and Plot Annotations for 'ggplot2'
CpGassoc Association Between Methylation and a Phenotype of Interest
crayon Colored Terminal Output
crch Censored Regression with Conditional Heteroscedasticity
crmn CCMN and other noRMalizatioN methods for metabolomics data
crochet Implementation Helper for [ and [<- Of Custom Matrix-Like Types
crosstalk Inter-Widget Interactivity for HTML Widgets
crul HTTP Client
cubature Adaptive Multivariate Integration over Hypercubes
curl A Modern and Flexible Web Client for R
CVST Fast Cross-Validation via Sequential Testing
cvTools Cross-validation tools for regression models
dagitty Graphical Analysis of Structural Causal Models
DASTool DAS Tool - Dereplication Aggregation and Scoring Tool for genome-resolved metagenomics
DatABEL File-Based Access to Large Matrices Stored on HDD in Binary Format
data.table Extension of `data.frame`
date Functions for Handling Dates
DBI R Database Interface
dbplyr A 'dplyr' Back End for Databases
dcurver Utility Functions for Davidian Curves
ddalpha Depth-Based Classification and Calculation of Data Depth
debugme Debug R Packages
DelayedArray Delayed operations on array-like objects
deldir Delaunay Triangulation and Dirichlet (Voronoi) Tessellation
denstrip Density Strips and Other Methods for Compactly Illustrating Distributions
DEoptimR Differential Evolution Optimization in Pure R
depmixS4 Dependent Mixture Models - Hidden Markov Models of GLMs and Other Distributions in S4
Deriv Symbolic Differentiation
desc Manipulate DESCRIPTION Files
DESeq Differential gene expression analysis based on the negative binomial distribution
DESeq2 Differential gene expression analysis based on the negative binomial distribution
deSolve Solvers for Initial Value Problems of Differential Equations ('ODE'
devtools Tools to Make Developing R Packages Easier
dfoptim Derivative-Free Optimization
dichromat Color Schemes for Dichromats
diffusionMap Diffusion map
digest Create Compact Hash Digests of R Objects
dimRed A Framework for Dimensionality Reduction
diptest Hartigan's Dip Test Statistic for Unimodality - Corrected
discretecdAlgorithm Coordinate-Descent Algorithm for Learning Sparse Discrete Bayesian Networks
dismo Species Distribution Modeling
diversitree Comparative 'Phylogenetic' Analyses of Diversification
dlm Bayesian and Likelihood Analysis of Dynamic Linear Models
doBy Groupwise Statistics
DO.db A set of annotation maps describing the entire Disease Ontology
doMC Foreach Parallel Adaptor for 'parallel'
doParallel Foreach Parallel Adaptor for the 'parallel' Package
doRNG Generic Reproducible Parallel Backend for 'foreach' Loops
DOSE Disease Ontology Semantic and Enrichment analysis
doSNOW Foreach Parallel Adaptor for the 'snow' Package
dotCall64 Enhanced Foreign Function Interface Supporting Long Vectors
dplyr A Grammar of Data Manipulation
DRR Dimensionality Reduction via Regression
DT A Wrapper of the JavaScript Library 'DataTables'
dtw Dynamic Time Warping Algorithms
dupRadar Assessment of duplication rates in RNA-Seq datasets
dygraphs Interface to 'Dygraphs' Interactive Time Series Charting Library
dynamicTreeCut Methods for Detection of Clusters in Hierarchical Clustering Dendrograms
e1071 Misc Functions of the Department of Statistics
earth Multivariate Adaptive Regression Splines
EbayesThresh Empirical Bayes Thresholding and Related Methods
EBImage Image processing and analysis toolbox for R
EBSeq An R package for gene and isoform differential expression analysis of RNA-seq data
edgeR Empirical Analysis of Digital Gene Expression Data in R
eDNAoccupancy Multi-scale Occupancy Modeling of Environmental DNA Data
egg Extensions for 'ggplot2': Custom Geom
ellipse Functions for Drawing Ellipses and Ellipse-Like Confidence Regions
emdbook Support Functions and Data for "Ecological Models and Data"
emulator Bayesian Emulation of Computer Programs
energy E-Statistics: Multivariate Inference via the Energy of Data
EnsDb.Hsapiens.v75 Ensembl based annotation package
ensembldb Utilities to create and use Ensembl-based annotation databases
equateIRT IRT Equating Methods
estimability Tools for Assessing Estimability of Linear Predictions
EthSEQ Ethnicity Annotation from Whole Exome Sequencing Data
evaluate Parsing and Evaluation Tools that Provide More Details than the Default
evd Functions for Extreme Value Distributions
expm Matrix Exponential
fastAdaboost a Fast Implementation of Adaboost
fastcluster Fast Hierarchical Clustering Routines for R and 'Python'
fastICA FastICA Algorithms to Perform ICA and Projection Pursuit
fastmatch Fast match() function
fastseg fastseg - a fast segmentation algorithm
fBasics Rmetrics - Markets and Basic Statistics
FD Measuring functional diversity (FD) from multiple traits
fda Functional Data Analysis
FDb.InfiniumMethylation.hg19 Annotation package for Illumina Infinium DNA methylation probes
fdth Frequency Distribution Tables
ff Memory-Efficient Storage of Large Data on Disk and Fast Access Functions
fftwtools Wrapper for 'FFTW3' Includes: One-Dimensional Univariate
fGarch Rmetrics - Autoregressive Conditional Heteroskedastic Modelling
FGN Fractional Gaussian Noise and power law decay time series model fitting
fgsea Fast Gene Set Enrichment Analysis
fields Tools for Spatial Data
FinTS Companion to Tsay (2005) Analysis of Financial Time Series
fitdistrplus Help to Fit of a Parametric Distribution to Non-Censored or Censored Data
fit.models Compare Fitted Models
flare Family of Lasso Regression
flexmix Flexible Mixture Modeling
FNN Fast Nearest Neighbor Search Algorithms and Applications
forcats Tools for Working with Categorical Variables (Factors)
foreach Provides Foreach Looping Construct for R
forecast Forecasting Functions for Time Series and Linear Models
foreign Read Data Stored by 'Minitab'
formatR Format R Code Automatically
Formula Extended Model Formulas
fpc Flexible Procedures for Clustering
fracdiff Fractionally differenced ARIMA aka ARFIMA(p
fst Lightning Fast Serialization of Data Frames for R
futile.logger A Logging Utility for R
futile.matrix Random Matrix Generation and Manipulation
futile.options Futile Options Management
future Unified Parallel and Distributed Processing in R for Everyone
future.apply Apply Function to Elements in Parallel using Futures
GA Genetic Algorithms
GAabbreviate Abbreviating Items Measures using Genetic Algorithms
gap Genetic Analysis Package
gapminder Data from Gapminder
gbm Generalized Boosted Regression Models
gcrma Background Adjustment Using Sequence Information
gdalUtils Wrappers for the Geospatial Data Abstraction Library (GDAL) Utilities
gdata Various R Programming Tools for Data Manipulation
gdmp Genomic Data Management
gdsfmt R Interface to CoreArray Genomic Data Structure (GDS) Files
gdtools Utilities for Graphical Rendering
geeM Solve Generalized Estimating Equations
geepack Generalized Estimating Equation Package
geigen Calculate Generalized Eigenvalues
geiger Analysis of Evolutionary Diversification
GenABEL genome-wide SNP association analysis
GenABEL.data Package contains data which is used by GenABEL example and test functions
gender Predict Gender from Names Using Historical Data
genefilter genefilter: methods for filtering genes from high-throughput experiments
geneplotter Graphics related functions for Bioconductor
GeneSelector Stability and Aggregation of ranked gene lists
genetics Population Genetics
genlasso Path algorithm for generalized lasso problems
GenomeInfoDb Utilities for manipulating chromosome and other 'seqname' identifiers
GenomeInfoDbData Species and taxonomy ID look up tables used by GenomeInfoDb
GenomicAlignments Representation and manipulation of short genomic alignments
GenomicFeatures Tools for making and manipulating transcript centric annotations
GenomicRanges Representation and manipulation of genomic intervals and variables defined along a genome
geometry Mesh Generation and Surface Tesselation
GEOquery Get data from NCBI Gene Expression Omnibus (GEO)
geosphere Spherical Trigonometry
getopt C-Like 'getopt' Behavior
GetoptLong Parsing Command-Line Arguments and Variable Interpolation
GGally Extension to 'ggplot2'
ggbio Visualization tools for genomic data
ggdendro Create Dendrograms and Tree Diagrams Using 'ggplot2'
ggjoy Joyplots in 'ggplot2'
ggm Functions for graphical Markov models
ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics
ggplot2movies Movies Data
ggpubr 'ggplot2' Based Publication Ready Plots
ggRandomForests Visually Exploring Random Forests
ggrepel Automatically Position Non-Overlapping Text Labels with 'ggplot2'
ggridges Ridgeline Plots in 'ggplot2'
ggsci Scientific Journal and Sci-Fi Themed Color Palettes for 'ggplot2'
ggsignif Significance Brackets for 'ggplot2'
ggtree an R package for visualization and annotation of phylogenetic trees with their covariates and other associated data
ggvis Interactive Grammar of Graphics
GIGrvg Random Variate Generator for the GIG Distribution
git2r Provides Access to Git Repositories
glasso Graphical lasso- estimation of Gaussian graphical models
glm2 Fitting Generalized Linear Models
glmmLasso Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation
glmnet Lasso and Elastic-Net Regularized Generalized Linear Models
GlobalOptions Generate Functions to Get or Set Global Options
globals Identify Global Objects in R Expressions
glue Interpreted String Literals
gmailr Access the Gmail RESTful API
gmodels Various R Programming Tools for Model Fitting
gmp Multiple Precision Arithmetic
GO.db A set of annotation maps describing the entire Gene Ontology
GOSemSim GO-terms Semantic Similarity Measures
gower Gower's Distance
GPArotation GPA Factor Rotation
gplots Various R Programming Tools for Plotting Data
graph graph: A package to handle graph data structures
gridBase Integration of base and grid graphics
gridExtra Miscellaneous Functions for "Grid" Graphics
gridSVG Export 'grid' Graphics as SVG
grplasso Fitting user specified models with Group Lasso penalty
grpreg Regularization Paths for Regression Models with Grouped Covariates
gss General Smoothing Splines
gstat Spatial and Spatio-Temporal Geostatistical Modelling
gsubfn Utilities for Strings and Function Arguments
gtable Arrange 'Grobs' in Tables
gtools Various R Programming Tools
GUESSFM Using GUESS for Fine Mapping
hashmap The Faster Hash Map
haven Import and Export 'SPSS'
hdf5r Interface to the 'HDF5' Binary Data Format
HDMD Statistical Analysis Tools for High Dimension Molecular Data (HDMD)
hexbin Hexagonal Binning Routines
highr Syntax Highlighting for R Source Code
HKprocess Hurst-Kolmogorov Process
Hmisc Harrell Miscellaneous
hms Pretty Time of Day
horseshoe Implementation of the Horseshoe Prior
hpar Human Protein Atlas in R
htmlTable Advanced Tables for Markdown/HTML
htmltools Tools for HTML
htmlwidgets HTML Widgets for R
httpcode 'HTTP' Status Code Helper
httpuv HTTP and WebSocket Server Library
httr Tools for Working with URLs and HTTP
huge High-Dimensional Undirected Graph Estimation
hunspell High-Performance Stemmer
hwriter HTML Writer - Outputs R objects in HTML format
hydroGOF Goodness-of-Fit Functions for Comparison of Simulated and Observed Hydrological Time Series
hydroTSM Time Series Management
hyperSpec Work with Hyperspectral Data
ica Independent Component Analysis
igraph Network Analysis and Visualization
illuminaio Parsing Illumina Microarray Output Files
impute impute: Imputation for microarray data
indicspecies Relationship Between Species and Groups of Sites
inline Functions to Inline C
intansv Integrative analysis of structural variations
interactiveDisplayBase Base package for enabling powerful shiny web displays of Bioconductor objects
intervals Tools for Working with Points and Intervals
IONiseR Quality Assessment Tools for Oxford Nanopore MinION data
IPO Automated Optimization of XCMS Data Processing parameters
ipred Improved Predictors
ipw Estimate Inverse Probability Weights
IRanges Infrastructure for manipulating intervals on sequences
IRdisplay 'Jupyter' Display Machinery
IRkernel Native R Kernel for the 'Jupyter Notebook'
irlba Fast Truncated Singular Value Decomposition and Principal Components Analysis for Large Dense and Sparse Matrices
itcSegment Individual Tree Crowns Segmentation
iterators Provides Iterator Construct for R
itertools Iterator Tools
jagsUI A Wrapper Around 'rjags' to Streamline 'JAGS' Analyses
jomo Multilevel Joint Modelling Multiple Imputation
jpeg Read and write JPEG images
jsonlite A Robust
kebabs Kernel-Based Analysis Of Biological Sequences
KEGG.db A set of annotation maps for KEGG
KEGGgraph KEGGgraph: A graph approach to KEGG PATHWAY in R and Bioconductor
KEGGprofile An annotation and visualization package for multi-types and multi-groups expression data in KEGG pathway
KEGGREST Client-side REST access to KEGG
keras R Interface to 'Keras'
kerasR R Interface to the Keras Deep Learning Library
kernlab Kernel-Based Machine Learning Lab
KernSmooth Functions for Kernel Smoothing Supporting Wand & Jones (1995)
KFAS Kalman Filter and Smoother for Exponential Family State Space Models
kimisc Kirill's Miscellaneous Functions
kinship2 Pedigree Functions
klaR Classification and Visualization
knitr A General-Purpose Package for Dynamic Report Generation in R
labeling Axis Labeling
labelled Manipulating Labelled Data
lambda.r Modeling Data with Functional Programming
lambda.tools Tools for Modeling Data with Functional Programming
lars Least Angle Regression
lassoshooting L1 regularized regression (Lasso) solver using the Cyclic Coordinate Descent algorithm aka Lasso Shooting
later Utilities for Delaying Function Execution
lattice Trellis Graphics for R
latticeExtra Extra Graphical Utilities Based on Lattice
lava Latent Variable Models
lavaan Latent Variable Analysis
lavaan.survey Complex Survey Structural Equation Modeling (SEM)
lazyeval Lazy (Non-Standard) Evaluation
LDcorSV Linkage Disequilibrium Corrected by the Structure and the Relatedness
LDheatmap Graphical Display of Pairwise Linkage Disequilibria Between SNPs
leaflet Create Interactive Web Maps with the JavaScript 'Leaflet' Library
leaflet.extras Extra Functionality for 'leaflet' Package
leaps Regression Subset Selection
LearnBayes Functions for Learning Bayesian Inference
lfmm Latent Factor Mixed Models
LiblineaR Linear Predictive Models Based on the 'LIBLINEAR' C/C++ Library
lidR Airborne LiDAR Data Manipulation and Visualization for Forestry Applications
limma Linear Models for Microarray Data
limSolve Solving Linear Inverse Models
LinkedMatrix Column-Linked and Row-Linked Matrices
lintr A 'Linter' for R Code
listenv Environments Behaving (Almost) as Lists
lme4 Linear Mixed-Effects Models using 'Eigen' and S4
lmmen Linear Mixed Model Elastic Net
lmmlasso Linear mixed-effects models with Lasso
lmtest Testing Linear Regression Models
locfit Local Regression
loo Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models
lpSolve Interface to 'Lp_solve' v. 5.5 to Solve Linear/Integer Programs
lsgl Linear Multiple Output Sparse Group Lasso
lsmeans Least-Squares Means
ltsa Linear Time Series Analysis
lubridate Make Dealing with Dates a Little Easier
magic Create and Investigate Magic Squares
magrittr A Forward-Pipe Operator for R
MAIT Statistical Analysis of Metabolomic Data
MALDIquant Quantitative Analysis of Mass Spectrometry Data
manipulate Interactive Plots for RStudio
manipulateWidget Add Even More Interactivity to Interactive Charts
mapdata Extra Map Databases
mapedit Interactive Editing of Spatial Data in R
mapproj Map Projections
maps Draw Geographical Maps
maptools Tools for Reading and Handling Spatial Objects
mapview Interactive Viewing of Spatial Data in R
markdown 'Markdown' Rendering for R
MARSS Multivariate Autoregressive State-Space Modeling
MASS Support Functions and Datasets for Venables and Ripley's MASS
MassSpecWavelet Mass spectrum processing by wavelet-based algorithms
Matrix Sparse and Dense Matrix Classes and Methods
matrixcalc Collection of functions for matrix calculations
MatrixModels Modelling with Sparse And Dense Matrices
matrixStats Functions that Apply to Rows and Columns of Matrices (and to Vectors)
MaxentVariableSelection Selecting the Best Set of Relevant Environmental Variables along with the Optimal Regularization Multiplier for Maxent Niche Modeling
mclust Gaussian Mixture Modelling for Model-Based Clustering
mcmc Markov Chain Monte Carlo
MCMCpack Markov Chain Monte Carlo (MCMC) Package
mcmcplots Create Plots from MCMC Output
mda Mixture and Flexible Discriminant Analysis
mdatools Multivariate Data Analysis for Chemometrics
memoise Memoisation of Functions
memuse Memory Estimation Utilities
MESS Miscellaneous Esoteric Statistical Scripts
metabolomics Analysis of Metabolomics Data
MetaboSignal MetaboSignal: a network-based approach to overlay and explore metabolic and signaling KEGG pathways
metap Meta-Analysis of Significance Values
methylKit DNA methylation analysis from high-throughput bisulfite sequencing results
methylumi Handle Illumina methylation data
Metrics Evaluation Metrics for Machine Learning
mgcv Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
mice Multivariate Imputation by Chained Equations
micropan Microbial Pan-Genome Analysis
microseq Basic Biological Sequence Handling
mime Map Filenames to MIME Types
minfi Analyze Illumina Infinium DNA methylation arrays
miniUI Shiny UI Widgets for Small Screens
minpack.lm R Interface to the Levenberg-Marquardt Nonlinear Least-Squares Algorithm Found in MINPACK
minqa Derivative-free optimization algorithms by quadratic approximation
mirt Multidimensional Item Response Theory
misc3d Miscellaneous 3D Plots
miscTools Miscellaneous Tools and Utilities
missForest Nonparametric Missing Value Imputation using Random Forest
mitml Tools for Multiple Imputation in Multilevel Modeling
mitools Tools for multiple imputation of missing data
mixOmics Omics Data Integration Project
mixtools Tools for Analyzing Finite Mixture Models
mlbench Machine Learning Benchmark Problems
mnormt The Multivariate Normal and t Distributions
ModelMetrics Rapid Calculation of Model Metrics
modelr Modelling Functions that Work with the Pipe
modeltools Tools and Classes for Statistical Models
mpm Multivariate Projection Methods
mpoly Symbolic Computation and More with Multivariate Polynomials
msm Multi-State Markov and Hidden Markov Models in Continuous Time
MSnbase Base Functions and Classes for Mass Spectrometry and Proteomics
MTS All-Purpose Toolkit for Analyzing Multivariate Time Series (MTS) and Estimating Multivariate Volatility Models
multcomp Simultaneous Inference in General Parametric Models
multispatialCCM Multispatial Convergent Cross Mapping
multiwayvcov Multi-Way Standard Error Clustering
multtest Resampling-based multiple hypothesis testing
munsell Utilities for Using Munsell Colours
mvtnorm Multivariate Normal and t Distributions
MWASTools MWASTools: an integrated pipeline to perform metabolome-wide association studies
mygene Access MyGene.Info_ services
mzID An mzIdentML parser for R
mzR parser for netCDF
NADA Nondetects and Data Analysis for Environmental Data
natserv 'NatureServe' Interface
ncbit retrieve and build NBCI taxonomic data
ncvreg Regularization Paths for SCAD and MCP Penalized Regression Models
neldermead R Port of the 'Scilab' Neldermead Module
network Classes for Relational Data
neuralnet Training of Neural Networks
nleqslv Solve Systems of Nonlinear Equations
nlme Linear and Nonlinear Mixed Effects Models
nloptr R interface to NLopt
NLP Natural Language Processing Infrastructure
NMF Algorithms and Framework for Nonnegative Matrix Factorization (NMF)
nnet Feed-Forward Neural Networks and Multinomial Log-Linear Models
NOISeq Exploratory analysis and differential expression for RNA-seq data
nor1mix Normal (1-d) Mixture Models (S3 Classes and Methods)
np Nonparametric Kernel Smoothing Methods for Mixed Data Types
numDeriv Accurate Numerical Derivatives
oligo Preprocessing tools for oligonucleotide arrays
oligoClasses Classes for high-throughput arrays supported by oligo and crlmm
openNLP Apache OpenNLP Tools Interface
openNLPdata Apache OpenNLP Jars and Basic English Language Models
openssl Toolkit for Encryption
openxlsx Read
optextras Tools to Support Optimization Possibly with Bounds and Masks
optimbase R port of the Scilab optimbase module
optimsimplex R Port of the 'Scilab' Optimsimplex Module
optimx A Replacement and Extension of the optim() Function
optparse Command Line Option Parser
ordinal Regression Models for Ordinal Data
ordinationDuality Performs orthogonal decomposition
OrganismDbi Software to enable the smooth interfacing of different database packages
org.Hs.eg.db Genome wide annotation for Human
orthopolynom Collection of functions for orthogonal and orthonormal polynomials
packrat A Dependency Management System for Projects and their R Package Dependencies
pamr Pam: prediction analysis for microarrays
pan Multiple Imputation for Multivariate Panel or Clustered Data
parallelDist Parallel Distance Matrix Computation using Multiple Threads
partitions Additive Partitions of Integers
pbapply Adding Progress Bar to '*apply' Functions
pbdZMQ Programming with Big Data -- Interface to 'ZeroMQ'
pbivnorm Vectorized Bivariate Normal CDF
pbkrtest Parametric Bootstrap and Kenward Roger Based Methods for Mixed Model Comparison
pbmcapply Tracking the Progress of Mc*pply with Progress Bar
pcalg Methods for Graphical Models and Causal Inference
pcaMethods A collection of PCA methods
pcaPP Robust PCA by Projection Pursuit
pegas Population and Evolutionary Genetics Analysis System
penalized L1 (Lasso and Fused Lasso) and L2 (Ridge) Penalized Estimation in GLMs and in the Cox Model
PerformanceAnalytics Econometric Tools for Performance and Risk Analysis
permute Functions for Generating Restricted Permutations of Data
phangorn Phylogenetic Reconstruction and Analysis
pheatmap Pretty Heatmaps
phylobase Base Package for Phylogenetic Structures and Comparative Data
phylolm Phylogenetic Linear Regression
phylomap Phylogenetic Stochastic Mapping
phyloseq Handling and analysis of high-throughput microbiome census data
phytools Phylogenetic Tools for Comparative Biology (and Other Things)
picasso Pathwise Calibrated Sparse Shooting Algorithm
pillar Coloured Formatting for Columns
pinfsc50 Sequence ('FASTA')
pixmap Bitmap Images (``Pixel Maps)
pkgconfig Private Configuration for 'R' Packages
pkgmaker Development Utilities for R Packages
PKI Public Key Infrastucture for R Based on the X.509 Standard
plogr The 'plog' C++ Logging Library
plot3D Plotting Multi-Dimensional Data
plotly Create Interactive Web Graphics via 'plotly.js'
plotmo Plot a Model's Residuals
plotrix Various Plotting Functions
pls Partial Least Squares and Principal Component Regression
plsgenomics PLS Analyses for Genomics
plsRglm Partial Least Squares Regression for Generalized Linear Models
plyr Tools for Splitting
png Read and write PNG images
polynom A Collection of Functions to Implement a Class for Univariate Polynomial Manipulations
PopGenome An Efficient Swiss Army Knife for Population Genomic Analyses
pophelper Tabulate
poRe An R package to enable organisation and visualisation of nanopore sequencing data
poweRlaw Analysis of Heavy Tailed Distributions
ppcor Partial and Semi-Partial (Part) Correlation
prabclus Functions for Clustering of Presence-Absence
pracma Practical Numerical Math Functions
praise Praise Users
preprocessCore A collection of pre-processing functions
PresenceAbsence Presence-Absence Model Evaluation.
prettyunits Pretty
pROC Display and Analyze ROC Curves
processx Execute and Control System Processes
prodlim Product-Limit Estimation for Censored Event History Analysis
progress Terminal Progress Bars
proj4 A simple interface to the PROJ.4 cartographic projections library
promises Abstractions for Promise-Based Asynchronous Programming
propr Calculating Proportionality Between Vectors of Compositional Data
ProtGenerics S4 generic functions for Bioconductor proteomics infrastructure
proto Prototype Object-Based Programming
proxy Distance and Similarity Measures
pryr Tools for Computing on the Language
pscl Political Science Computational Laboratory
psych Procedures for Psychological
purrr Functional Programming Tools
purrrlyr Tools at the Intersection of 'purrr' and 'dplyr'
qdap Bridging the Gap Between Qualitative Data and Quantitative Analysis
qdapDictionaries Dictionaries and Word Lists for the 'qdap' Package
qdapRegex Regular Expression Removal
qdapTools Tools for the 'qdap' Package
qpcR Modelling and Analysis of Real-Time PCR Data
qqman Q-Q and Manhattan Plots for GWAS Data
qtl Tools for Analyzing QTL Experiments
quadprog Functions to solve Quadratic Programming Problems.
quantmod Quantitative Financial Modelling Framework
quantreg Quantile Regression
questionr Functions to Make Surveys Processing Easier
qvalue Q-value estimation for false discovery rate control
R2admb 'ADMB' to R Interface Functions
R2GUESS Wrapper Functions for GUESS
R2HTML HTML Exportation for R Objects
R2jags Using R to Run 'JAGS'
R2WinBUGS Running 'WinBUGS' and 'OpenBUGS' from 'R' / 'S-PLUS'
R6 Classes with Reference Semantics
radiator RADseq Data Exploration
RandomFields Simulation and Analysis of Random Fields
RandomFieldsUtils Utilities for the Simulation and Analysis of Random Fields
randomForest Breiman and Cutler's Random Forests for Classification and Regression
randomForestSRC Random Forests for Survival
randtoolbox Toolbox for Pseudo and Quasi Random Number Generation and RNG Tests
ranger A Fast Implementation of Random Forests
RANN Fast Nearest Neighbour Search (Wraps ANN Library) Using L2 Metric
rARPACK Solvers for Large Scale Eigenvalue and SVD Problems
raster Geographic Data Analysis and Modeling
rasterVis Visualization Methods for Raster Data
R.basic [R] Class Library - Stand-alone basic functions [DEPRECATED]
RBGL An interface to the BOOST graph library
Rcgmin Conjugate Gradient Minimization of Nonlinear Functions
RColorBrewer ColorBrewer Palettes
Rcpp Seamless R and C++ Integration
RcppArmadillo 'Rcpp' Integration for the 'Armadillo' Templated Linear Algebra Library
RcppEigen 'Rcpp' Integration for the 'Eigen' Templated Linear Algebra Library
RcppGSL 'Rcpp' Integration for 'GNU GSL' Vectors and Matrices
RcppParallel Parallel Programming Tools for 'Rcpp'
RcppProgress An Interruptible Progress Bar with OpenMP Support for C++ in R Packages
RcppRoll Efficient Rolling / Windowed Operations
RcppZiggurat 'Rcpp' Integration of Different "Ziggurat" Normal RNG Implementations
RCurl General Network (HTTP/FTP/...) Client Interface for R
rda Shrunken Centroids Regularized Discriminant Analysis
R.devices Unified Handling of Graphics Devices
readr Read Rectangular Text Data
readxl Read Excel Files
recipes Preprocessing Tools to Create Design Matrices
registry Infrastructure for R Package Registries
regress Gaussian Linear Models with Linear Covariance Structure
rematch Match Regular Expressions with a Nicer 'API'
rentrez 'Entrez' in R
reports Assist the Workflow of Writing Academic Articles and Other Reports
repr Serializable Representations
reprex Prepare Reproducible Example Code via the Clipboard
reshape Flexibly Reshape Data
reshape2 Flexibly Reshape Data: A Reboot of the Reshape Package
ResourceSelection Resource Selection (Probability) Functions for Use-Availability Data
reticulate Interface to 'Python'
rex Friendly Regular Expressions
rexpokit R Wrappers for EXPOKIT; Other Matrix Functions
rgdal Bindings for the 'Geospatial' Data Abstraction Library
rgeos Interface to Geometry Engine - Open Source ('GEOS')
rgl 3D Visualization Using OpenGL
Rgraphviz Provides plotting capabilities for R graph objects
rhdf5 HDF5 interface to R
rhierbaps rhierbaps
RhpcBLASctl Control the Number of Threads on 'BLAS'
Rhtslib HTSlib high-throughput sequencing library as an R package
RInside C++ Classes to Embed R in C++ Applications
rio A Swiss-Army Knife for Data I/O
ritis Integrated Taxonomic Information System Client
rjags Bayesian Graphical Models using MCMC
rJava Low-Level R to Java Interface
rjson JSON for R
RJSONIO Serialize R objects to JSON
rlang Functions for Base Types and Core R and 'Tidyverse' Features
rlas Read and Write 'las' and 'laz' Binary File Formats Used for Remote Sensing Data
rlecuyer R Interface to RNG with Multiple Streams
rmarkdown Dynamic Documents for R
R.methodsS3 S3 Methods Simplified
Rmisc Rmisc: Ryan Miscellaneous
RMTstat Distributions
RMySQL Database Interface and 'MySQL' Driver for R
RnBeads RnBeads
rncl An Interface to the Nexus Class Library
RNeXML Semantically Rich I/O for the 'NeXML' Format
rngtools Utility Functions for Working with Random Number Generators
rngWELL Toolbox for WELL Random Number Generators
robust Port of the S+ "Robust Library"
robustbase Basic Robust Statistics
ROC utilities for ROC
ROCR Visualizing the Performance of Scoring Classifiers
R.oo R Object-Oriented Programming with or without References
rotl Interface to the 'Open Tree of Life' API
roxygen2 In-Line Documentation for R
rpart Recursive Partitioning and Regression Trees
RPMM Recursively Partitioned Mixture Model
RPostgreSQL R Interface to the 'PostgreSQL' Database System
rprojroot Finding Files in Project Subdirectories
rrBLUP Ridge Regression and Other Kernels for Genomic Selection
rrcov Scalable Robust Estimators with High Breakdown Point
rredlist 'IUCN' Red List Client
rrpack Reduced-Rank Regression
Rsamtools Binary alignment (BAM)
rsconnect Deployment Interface for R Markdown Documents and Shiny Applications
RSkittleBrewer Fun with R Colors
rslurm Submit R Calculations to a Slurm Cluster
rsm Response-Surface Analysis
Rsolnp General Non-Linear Optimization
RSpectra Solvers for Large-Scale Eigenvalue and SVD Problems
RSQLite 'SQLite' Interface for R
rstan R Interface to Stan
rstanarm Bayesian Applied Regression Modeling via Stan
rstantools Tools for Developing R Packages Interfacing with 'Stan'
rstudioapi Safely Access the RStudio API
Rsubread Subread sequence alignment for R
rtracklayer R interface to genome annotation files and the UCSC genome browser
Rtsne T-Distributed Stochastic Neighbor Embedding using a Barnes-Hut Implementation
RUnit R Unit Test Framework
R.utils Various Programming Utilities
ruv Detect and Remove Unwanted Variation using Negative Controls
rvcheck R/Package Version Check
rversions Query 'R' Versions
rvest Easily Harvest (Scrape) Web Pages
Rvmmin Variable Metric Nonlinear Function Minimization
rworldmap Mapping Global Data
S4Vectors S4 implementation of vector-like and list-like objects
SALES Elastic Net and (Adaptive) Lasso Penalized Sparse Asymmetric Least Squares (SALES) and Coupled Sparse Asymmetric Least Squares (COSALES) using Coordinate Descent and Proximal Gradient Algorithms
samr SAM: Significance Analysis of Microarrays
sandwich Robust Covariance Matrix Estimators
satellite Handling and Manipulating Remote Sensing Data
scales Scale Functions for Visualization
scatterplot3d 3D Scatter Plot
scoringRules Scoring Rules for Parametric and Simulated Distribution Forecasts
SDMTools Species Distribution Modelling Tools: Tools for processing data associated with species distribution modelling exercises
seegSDM Streamlined Functions for Species Distribution Modelling in the SEEG Research Group
segmented Regression Models with Break-Points / Change-Points Estimation
selectr Translate CSS Selectors to XPath Expressions
sensitivity Global Sensitivity Analysis of Model Outputs
seqinr Biological Sequences Retrieval and Analysis
setRNG Set (Normal) Random Number Generator and Seed
settings Software Option Settings Manager for R
Seurat Tools for Single Cell Genomics
sf Simple Features for R
sfsmisc Utilities from 'Seminar fuer Statistik' ETH Zurich
sglOptim Generic Sparse Group Lasso Solver
shape Functions for Plotting Graphical Shapes
shiny Web Application Framework for R
shinyjs Easily Improve the User Experience of Your Shiny Apps in Seconds
shinystan Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models
shinythemes Themes for Shiny
ShortRead FASTQ input and manipulation
siggenes Multiple testing using SAM and Efron's empirical Bayes approaches
SimCorMultRes Simulates Correlated Multinomial Responses
SKAT SNP-Set (Sequence) Kernel Association Test
slam Sparse Lightweight Arrays and Matrices
sleuth Tools for investigating RNA-Seq
sn The Skew-Normal and Related Distributions Such as the Skew-t
sna Tools for Social Network Analysis
snow Simple Network of Workstations
snowfall Easier cluster computing (based on snow).
snpReady Preparing Genotypic Datasets in Order to Run Genomic Analysis
SNPRelate Parallel Computing Toolset for Relatedness and Principal Component Analysis of SNP Data
snpStats SnpMatrix and XSnpMatrix classes and methods
solrium General Purpose R Interface to 'Solr'
sommer Solving Mixed Model Equations in R
sourcetools Tools for Reading
sp Classes and Methods for Spatial Data
spacetime Classes and Methods for Spatio-Temporal Data
spam SPArse Matrix
sparsebn Learning Sparse Bayesian Networks from High-Dimensional Data
sparsebnUtils Utilities for Learning Sparse Bayesian Networks
SparseM Sparse Linear Algebra
sparsevar A Package for Sparse VAR/VECM Estimation
spatial Functions for Kriging and Point Pattern Analysis
SpatioTemporal Spatio-Temporal Model Estimation
spData Datasets for Spatial Analysis
spDataLarge Large datasets for spatial analysis
spdep Spatial Dependence: Weighting Schemes
speedglm Fitting Linear and Generalized Linear Models to Large Data Sets
SpiecEasi Sparse Inverse Covariance for Ecological Statistical Inference
splancs Spatial and Space-Time Point Pattern Analysis
splitstackshape Stack and Reshape Datasets After Splitting Concatenated Values
spls Sparse Partial Least Squares (SPLS) Regression and Classification
sqldf Manipulate R Data Frames Using SQL
SQUAREM Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms
stabledist Stable Distribution Functions
StanHeaders C++ Header Files for Stan
statip Statistical Functions for Probability Distributions
statmod Statistical Modeling
statnet.common Common R Scripts and Utilities Used by the Statnet Project Software
stringdist Approximate String Matching and String Distance Functions
stringi Character String Processing Facilities
stringr Simple
strucchange Testing
subplex Unconstrained Optimization using the Subplex Algorithm
SummarizedExperiment SummarizedExperiment container
survey Analysis of Complex Survey Samples
survival Survival Analysis
sva Surrogate Variable Analysis
svDialogs 'SciViews' - Standard Dialog Boxes for Windows
SVGAnnotation Tools for post-processing SVG plots created in R
svglite An 'SVG' Graphics Device
svGUI SciViews - Manage GUIs in R
svUnit SciViews GUI API - Unit testing
symDMatrix Partitioned Symmetric Matrices
synbreed Framework for the Analysis of Genomic Prediction Data using R
targetSeqView View alignments over candidate structural variant loci
tawny Clean Covariance Matrices Using Random Matrix Theory and Shrinkage Estimators for Portfolio Optimization
tawny.types Common Types for Tawny
taxize Taxonomic Information from Around the Web
tclust Robust Trimmed Clustering
TeachingDemos Demonstrations for Teaching and Learning
tensorA Advanced tensors arithmetic with named indices
tensorflow R Interface to 'TensorFlow'
testthat Unit Testing for R
tfruns Training Run Tools for 'TensorFlow'
TH.data TH's Data Archive
threejs Interactive 3D Scatter Plots
tibble Simple Data Frames
tidyr Easily Tidy Data with 'spread()' and 'gather()' Functions
tidyselect Select from a Set of Strings
tidyverse Easily Install and Load the 'Tidyverse'
tiff Read and write TIFF images
timeDate Rmetrics - Chronological and Calendar Objects
timeSeries Rmetrics - Financial Time Series Objects
tinytex Helper Functions to Install and Maintain 'TeX Live'
tm Text Mining Package
treeio Base Classes and Functions for Phylogenetic Tree Input and Output
triebeard 'Radix' Trees in 'Rcpp'
trimcluster Cluster analysis with trimming
truncnorm Truncated Normal Distribution
tseries Time Series Analysis and Computational Finance
tseriesChaos Analysis of nonlinear time series
tsne T-Distributed Stochastic Neighbor Embedding for R (t-SNE)
TTR Technical Trading Rules
twang Toolkit for Weighting and Analysis of Nonequivalent Groups
TxDb.Hsapiens.UCSC.hg19.knownGene Annotation package for TxDb object(s)
ucminf General-Purpose Unconstrained Non-Linear Optimization
udunits2 Udunits-2 Bindings for R
units Measurement Units for R Vectors
UpSetR A More Scalable Alternative to Venn and Euler Diagrams for Visualizing Intersecting Sets
urca Unit Root and Cointegration Tests for Time Series Data
urltools Vectorised Tools for URL Handling and Parsing
uroot Unit Root Tests for Seasonal Time Series
utf8 Unicode Text Processing
uuid Tools for generating and handling of UUIDs
V8 Embedded JavaScript Engine for R
VariantAnnotation Annotation of Genetic Variants
vars VAR Modelling
varSelRF Variable Selection using Random Forests
vcd Visualizing Categorical Data
vcfR Manipulate and Visualize VCF Data
vegan Community Ecology Package
VEGAWES A package to perform vartiational-based copy number segmentation on WES data
VennDiagram Generate High-Resolution Venn and Euler Plots
venneuler Venn and Euler Diagrams
VGAM Vector Generalized Linear and Additive Models
viridis Default Color Maps from 'matplotlib'
viridisLite Default Color Maps from 'matplotlib' (Lite Version)
vsn Variance stabilization and calibration for microarray data
wavelets A package of functions for computing wavelet filters
waveslim Basic wavelet routines for one-
wavethresh Wavelets Statistics and Transforms
wbs Wild Binary Segmentation for Multiple Change-Point Detection
webshot Take Screenshots of Web Pages
WGCNA Weighted Correlation Network Analysis
whisker {{mustache}} for R
WikidataR API Client Library for 'Wikidata'
WikipediR A MediaWiki API Wrapper
wikitaxa Taxonomic Information from 'Wikipedia'
withr Run Code 'With' Temporarily Modified Global State
wordcloud Word Clouds
worrms World Register of Marine Species (WoRMS) Client
xcms LC/MS and GC/MS Data Analysis
xgboost Extreme Gradient Boosting
xlsx Read
xlsxjars Package required POI jars for the xlsx package
XML Tools for Parsing and Generating XML Within R and S-Plus
xml2 Parse XML
xtable Export Tables to LaTeX or HTML
xts eXtensible Time Series
XVector Representation and manipulation of external sequences
yaml Methods to Convert R Data to YAML and Back
zCompositions Treatment of Zeros and Nondetects in Compositional Data Sets
zeallot Multiple
zip Cross-Platform 'zip' Compression
zlibbioc An R packaged zlib-1.2.5
zoo S3 Infrastructure for Regular and Irregular Time Series (Z's Ordered Observations)
base The R Base Package
boot Bootstrap Functions (Originally by Angelo Canty for S)
class Functions for Classification
cluster Finding Groups in Data: Cluster Analysis Extended Rousseeuw et al.
codetools Code Analysis Tools for R
compiler The R Compiler Package
datasets The R Datasets Package
foreign Read Data Stored by 'Minitab'
graphics The R Graphics Package
grDevices The R Graphics Devices and Support for Colours and Fonts
grid The Grid Graphics Package
KernSmooth Functions for Kernel Smoothing Supporting Wand & Jones (1995)
lattice Trellis Graphics for R
MASS Support Functions and Datasets for Venables and Ripley's MASS
Matrix Sparse and Dense Matrix Classes and Methods
methods Formal Methods and Classes
mgcv Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
nlme Linear and Nonlinear Mixed Effects Models
nnet Feed-Forward Neural Networks and Multinomial Log-Linear Models
parallel Support for Parallel computation in R
rpart Recursive Partitioning and Regression Trees
spatial Functions for Kriging and Point Pattern Analysis
splines Regression Spline Functions and Classes
stats The R Stats Package
stats4 Statistical Functions using S4 Classes
survival Survival Analysis
tcltk Tcl/Tk Interface
tools Tools for Package Development
utils The R Utils Package