Difference between revisions of "R libraries"
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gtools Various R programming tools | gtools Various R programming tools | ||
hacks Convenient R Functions | hacks Convenient R Functions | ||
| + | hgu133plus2.db Affymetrix Human Genome U133 Plus 2.0 Array | ||
| + | annotation data (chip hgu133plus2) | ||
hgu95av2.db Affymetrix Human Genome U95 Set annotation data | hgu95av2.db Affymetrix Human Genome U95 Set annotation data | ||
(chip hgu95av2) | (chip hgu95av2) | ||
Revision as of 19:06, 27 August 2012
abind Combine multi-dimensional arrays
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
aplpack Another Plot PACKage: stem.leaf, bagplot,
faces, spin3R, and some slider functions
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)
car Companion to Applied Regression
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
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
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
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)
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
lmtest Testing Linear Regression Models
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
matrixcalc Collection of functions for matrix differential
calculus
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
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
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]
Rcmdr R Commander
RColorBrewer ColorBrewer palettes
Rcpp Seamless R and C++ Integration
relimp Relative Contribution of Effects in a
Regression Model
reshape Flexibly reshape data.
reshape2 Flexibly reshape data: a reboot of the reshape
package.
rgl 3D visualization device system (OpenGL)
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
sem Structural Equation Models
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)