R libraries: Difference between revisions

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<pre>
[[Category:Software]]
affy                    Methods for Affymetrix Oligonucleotide Arrays
{{#get_file_data:file=R_PACKAGES
affydata                Affymetrix Data for Demonstration Purpose
|data=name=Package,description=Title
affyio                  Tools for parsing Affymetrix data files
|format=CSV with header
affyPLM                Methods for fitting probe-level models
|cache seconds=3600
affyQCReport            QC Report Generation for affyBatch objects
}}
akima                  Interpolation of irregularly spaced data
{| class="wikitable"
annaffy                Annotation tools for Affymetrix biological
! Name
                        metadata
! Description {{#for_external_table:<nowiki/>
annotate                Annotation for microarrays
{{!}}-
AnnotationDbi          Annotation Database Interface
{{!}} {{{name}}}
ape                    Analyses of Phylogenetics and Evolution
{{!}} {{{description}}}}}
auteur                  Bayesian sampler of the trait-evolutionary
|}
                        process
base                    The R Base Package
baySeq                  Empirical Bayesian analysis of patterns of
                        differential expression in count data
Biobase                Biobase: Base functions for Bioconductor
BiocGenerics            Generic functions for Bioconductor
BiocInstaller          Install/Update Bioconductor and CRAN Packages
Biostrings              String objects representing biological
                        sequences, and matching algorithms
bitops                  Functions for Bitwise operations
boot                    Bootstrap Functions (originally by Angelo Canty
                        for S)
caTools                Tools: moving window statistics, GIF, Base64,
                        ROC AUC, etc.
class                  Functions for Classification
cluster                Cluster Analysis Extended Rousseeuw et al.
CNVtools                A package to test genetic association with CNV
                        data
codetools              Code Analysis Tools for R
colorspace              Color Space Manipulation
compiler                The R Compiler Package
cummeRbund              Analysis, exploration, manipulation, and
                        visualization of Cufflinks high-throughput
                        sequencing data.
datasets                The R Datasets Package
DBI                    R Database Interface
DESeq                  Differential gene expression analysis based on
                        the negative binomial distribution
dichromat              Color schemes for dichromats
digest                  Create cryptographic hash digests of R objects
doMC                    Foreach parallel adaptor for the multicore
                        package
doParallel              Foreach parallel adaptor for the parallel
                        package
doSNOW                  Foreach parallel adaptor for the snow package
DynDoc                  Dynamic document tools
edgeR                  Empirical analysis of digital gene expression
                        data in R
ellipse                Functions for drawing ellipses and ellipse-like
                        confidence regions
exon.pmcdf              exon.pmcdf
FactoMineR              Multivariate Exploratory Data Analysis and Data
 
affy                    Methods for Affymetrix Oligonucleotide Arrays
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
akima                  Interpolation of irregularly spaced data
annaffy                Annotation tools for Affymetrix biological
                        metadata
annotate                Annotation for microarrays
AnnotationDbi          Annotation Database Interface
ape                    Analyses of Phylogenetics and Evolution
auteur                  Bayesian sampler of the trait-evolutionary
                        process
base                    The R Base Package
baySeq                  Empirical Bayesian analysis of patterns of
                        differential expression in count data
Biobase                Biobase: Base functions for Bioconductor
BiocGenerics            Generic functions for Bioconductor
BiocInstaller          Install/Update Bioconductor and CRAN Packages
Biostrings              String objects representing biological
                        sequences, and matching algorithms
bitops                  Functions for Bitwise operations
boot                    Bootstrap Functions (originally by Angelo Canty
                        for S)
caTools                Tools: moving window statistics, GIF, Base64,
                        ROC AUC, etc.
class                   Functions for Classification
cluster                Cluster Analysis Extended Rousseeuw et al.
CNVtools                A package to test genetic association with CNV
                        data
codetools              Code Analysis Tools for R
colorspace              Color Space Manipulation
compiler                The R Compiler Package
cummeRbund              Analysis, exploration, manipulation, and
                        visualization of Cufflinks high-throughput
                        sequencing data.
datasets                The R Datasets Package
DBI                    R Database Interface
DESeq                  Differential gene expression analysis based on
                        the negative binomial distribution
dichromat              Color schemes for dichromats
digest                  Create cryptographic hash digests of R objects
doMC                    Foreach parallel adaptor for the multicore
                        package
doParallel              Foreach parallel adaptor for the parallel
                        package
doSNOW                  Foreach parallel adaptor for the snow package
DynDoc                  Dynamic document tools
edgeR                  Empirical analysis of digital gene expression
                        data in R
ellipse                Functions for drawing ellipses and ellipse-like
                        confidence regions
exon.pmcdf              exon.pmcdf
FactoMineR              Multivariate Exploratory Data Analysis and Data
                        Mining with R
fda                    Functional Data Analysis
foreach                Foreach looping construct for R
foreign                Read Data Stored by Minitab, S, SAS, SPSS,
                        Stata, Systat, dBase, ...
gcrma                  Background Adjustment Using Sequence
                        Information
gdata                  Various R programming tools for data
                        manipulation
gee                    Generalized Estimation Equation solver
geiger                  Analysis of evolutionary diversification
genefilter              genefilter: methods for filtering genes from
                        microarray experiments
geneplotter            Graphics related functions for Bioconductor
GenomicRanges          Representation and manipulation of genomic
                        intervals
ggplot2                An implementation of the Grammar of Graphics
glmmADMB                Generalized Linear Mixed Models using AD Model
                        Builder
GO.db                  A set of annotation maps describing the entire
                        Gene Ontology
gplots                  Various R programming tools for plotting data
graphics                The R Graphics Package
grDevices              The R Graphics Devices and Support for Colours
                        and Fonts
grid                    The Grid Graphics Package
gtools                  Various R programming tools
hacks                  Convenient R Functions
hgu95av2.db            Affymetrix Human Genome U95 Set annotation data
                        (chip hgu95av2)
HilbertVis              Hilbert curve visualization
Hmisc                  Harrell Miscellaneous
IRanges                Infrastructure for manipulating intervals on
                        sequences
iterators              Iterator construct for R
itertools              Iterator Tools
KEGG.db                A set of annotation maps for KEGG
KernSmooth              Functions for kernel smoothing for Wand & Jones
                        (1995)
labeling                Axis Labeling
laser                  Likelihood Analysis of Speciation/Extinction
                        Rates from Phylogenies
lattice                Lattice Graphics
leaps                  regression subset selection
limma                  Linear Models for Microarray Data
locfit                  Local Regression, Likelihood and Density
                        Estimation.
lpridge                Local Polynomial (Ridge) Regression
maanova                Tools for analyzing Micro Array experiments
marray                  Exploratory analysis for two-color spotted
                        microarray data
MASS                    Support Functions and Datasets for Venables and
                        Ripley's MASS
Matrix                  Sparse and Dense Matrix Classes and Methods
memoise                Memoise functions
methods                Formal Methods and Classes
 
mgcv                    Mixed GAM Computation Vehicle with GCV/AIC/REML
                        smoothness estimation
msm                    Multi-state Markov and hidden Markov models in
                        continuous time
multicore              Parallel processing of R code on machines with
                        multiple cores or CPUs
multtest                Resampling-based multiple hypothesis testing
munsell                Munsell colour system
mvtnorm                Multivariate Normal and t Distributions
nlme                    Linear and Nonlinear Mixed Effects Models
nnet                    Feed-forward Neural Networks and Multinomial
                        Log-Linear Models
org.Hs.eg.db            Genome wide annotation for Human
ouch                    Ornstein-Uhlenbeck models for phylogenetic
                        comparative hypotheses
parallel                Support for Parallel computation in R
permute                Functions for generating restricted
                        permutations of data
pheatmap                Pretty Heatmaps
phylobase              Base package for phylogenetic structures and
                        comparative data
picante                R tools for integrating phylogenies and ecology
plyr                    Tools for splitting, applying and combining
                        data
preprocessCore          A collection of pre-processing functions
prettyR                Pretty descriptive stats.
proto                  Prototype object-based programming
qvalue                  Q-value estimation for false discovery rate
                        control
R2admb                  ADMB to R interface functions
R.basic                [R] Class Library - Stand-alone basic functions
                        [DEPRECATED]
RColorBrewer            ColorBrewer palettes
Rcpp                    Seamless R and C++ Integration
reshape                Flexibly reshape data.
reshape2                Flexibly reshape data: a reboot of the reshape
                        package.
R.methodsS3            Utility function for defining S3 methods
R.oo                    R object-oriented programming with or without
                        references
rpart                  Recursive Partitioning
RSQLite                SQLite interface for R
Rsubread                Rsubread: a super fast, sensitive and accurate
                        read aligner for mapping next-generation
                        sequencing reads
R.utils                Various programming utilities
Rwave                  Time-Frequency analysis of 1-D signals
scales                  Scale functions for graphics.
scatterplot3d          3D Scatter Plot
simpleaffy              Very simple high level analysis of Affymetrix
                        data
snow                    Simple Network of Workstations
spatial                Functions for Kriging and Point Pattern
                        Analysis
splines                Regression Spline Functions and Classes
statmod                Statistical Modeling
 
stats                  The R Stats Package
stats4                  Statistical Functions using S4 Classes
stringr                Make it easier to work with strings.
subplex                Subplex optimization algorithm
survival                Survival analysis, including penalised
                        likelihood.
tcltk                  Tcl/Tk Interface
tools                  Tools for Package Development
utils                  The R Utils Package
vegan                  Community Ecology Package
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.
XML                    Tools for parsing and generating XML within R
                        and S-Plus.
xtable                  Export tables to LaTeX or HTML
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

File R_PACKAGES is missing.

Name Description