Difference between revisions of "R libraries"
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+ | abind Combine multi-dimensional arrays | ||
+ | aCGH Classes and functions for Array Comparative | ||
+ | Genomic Hybridization data. | ||
+ | ade4 Analysis of Ecological Data : Exploratory and | ||
+ | Euclidean methods in Environmental sciences | ||
+ | affxparser Affymetrix File Parsing SDK | ||
+ | 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 | ||
+ | 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, 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 | ||
+ | auteur Bayesian sampler of the trait-evolutionary | ||
+ | process | ||
+ | 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 | ||
+ | baySeq Empirical Bayesian analysis of patterns of | ||
+ | differential expression in count data | ||
+ | beadarray Quality assessment and low-level analysis for | ||
+ | Illumina BeadArray data | ||
+ | BeadDataPackR Compression of Illumina BeadArray data | ||
+ | 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 | ||
+ | biomaRt Interface to BioMart databases (e.g. Ensembl, | ||
+ | COSMIC ,Wormbase and Gramene) | ||
+ | Biostrings String objects representing biological | ||
+ | sequences, and matching algorithms | ||
abind Combine multi-dimensional arrays | abind Combine multi-dimensional arrays | ||
aCGH Classes and functions for Array Comparative | aCGH Classes and functions for Array Comparative | ||
Line 80: | Line 135: | ||
class Functions for Classification | class Functions for Classification | ||
cluster Cluster Analysis Extended Rousseeuw et al. | cluster Cluster Analysis Extended Rousseeuw et al. | ||
+ | cnv Detection of Copy Number Variation by | ||
+ | Sequencing | ||
CNVtools A package to test genetic association with CNV | CNVtools A package to test genetic association with CNV | ||
data | data | ||
Line 96: | Line 153: | ||
DESeq Differential gene expression analysis based on | DESeq Differential gene expression analysis based on | ||
the negative binomial distribution | 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 | DEXSeq Inference of differential exon usage in RNA-Seq | ||
dichromat Color schemes for dichromats | dichromat Color schemes for dichromats | ||
digest Create cryptographic hash digests of R objects | digest Create cryptographic hash digests of R objects | ||
+ | diversitree diversitree: comparative phylogenetic analyses | ||
+ | of diversification | ||
DNAcopy DNA copy number data analysis | DNAcopy DNA copy number data analysis | ||
doMC Foreach parallel adaptor for the multicore | doMC Foreach parallel adaptor for the multicore | ||
Line 320: | Line 384: | ||
spatial Functions for Kriging and Point Pattern | spatial Functions for Kriging and Point Pattern | ||
Analysis | Analysis | ||
+ | splines Regression Spline Functions and Classes | ||
+ | spp some description | ||
+ | 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, including penalised | ||
+ | sequencing reads | ||
+ | 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 | ||
+ | sem Structural Equation Models | ||
+ | setRNG Set (Normal) Random Number Generator and Seed | ||
+ | siggenes Multiple testing using SAM and Efron's | ||
empirical Bayes approaches | empirical Bayes approaches | ||
simpleaffy Very simple high level analysis of Affymetrix | simpleaffy Very simple high level analysis of Affymetrix |
Revision as of 20:12, 25 February 2013
abind Combine multi-dimensional arrays aCGH Classes and functions for Array Comparative Genomic Hybridization data. ade4 Analysis of Ecological Data : Exploratory and Euclidean methods in Environmental sciences affxparser Affymetrix File Parsing SDK 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 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, 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 auteur Bayesian sampler of the trait-evolutionary process 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 baySeq Empirical Bayesian analysis of patterns of differential expression in count data beadarray Quality assessment and low-level analysis for Illumina BeadArray data BeadDataPackR Compression of Illumina BeadArray data 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 biomaRt Interface to BioMart databases (e.g. Ensembl, COSMIC ,Wormbase and Gramene) Biostrings String objects representing biological sequences, and matching algorithms abind Combine multi-dimensional arrays aCGH Classes and functions for Array Comparative Genomic Hybridization data. ade4 Analysis of Ecological Data : Exploratory and Euclidean methods in Environmental sciences affxparser Affymetrix File Parsing SDK 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 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, 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 auteur Bayesian sampler of the trait-evolutionary process 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 baySeq Empirical Bayesian analysis of patterns of differential expression in count data beadarray Quality assessment and low-level analysis for Illumina BeadArray data BeadDataPackR Compression of Illumina BeadArray data 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 biomaRt Interface to BioMart databases (e.g. Ensembl, COSMIC ,Wormbase and Gramene) 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 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. car Companion to Applied Regression Category Category Analysis caTools Tools: moving window statistics, GIF, Base64, ROC AUC, etc. ce25bmrv02cdf ce25bmrv02cdf cghFLasso Detecting hot spot on CGH array data with fused lasso regression. CGHweb analyzing array_CGH data with multiple algorithms chron Chronological objects which can handle dates and times class Functions for Classification cluster Cluster Analysis Extended Rousseeuw et al. cnv Detection of Copy Number Variation by Sequencing CNVtools A package to test genetic association with CNV data coda Output analysis and diagnostics for MCMC codetools Code Analysis Tools for R colorspace Color Space Manipulation compiler The R Compiler Package 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 DESeq 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 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 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 EMA Easy Microarray data Analysis exonmap High level analysis of Affymetrix exon array data exon.pmcdf exon.pmcdf FactoMineR Multivariate Exploratory Data Analysis and Data Mining with R FASeg Forward-backward fragment assembling method for the segmentation of array-based copy number data fastcluster Fast hierarchical clustering routines for R and Python fda Functional Data Analysis ff memory-efficient storage of large data on disk and fast access functions 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 GDD GD device for creating bitmap graphics as jpeg, png or gif files using gd library 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 GenomicFeatures Tools for making and manipulating transcript centric annotations GenomicRanges Representation and manipulation of genomic intervals ggplot2 An implementation of the Grammar of Graphics GLAD Gain and Loss Analysis of DNA glmmADMB Generalized Linear Mixed Models using AD Model Builder 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 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 grid The Grid Graphics Package GSA Gene set analysis GSEABase Gene set enrichment data structures and methods 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. 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 HSAUR2 A Handbook of Statistical Analyses Using R (2nd Edition) hwriter HTML Writer - Outputs R objects in HTML format 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 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 limma Linear Models for Microarray Data lme4 Linear mixed-effects models using S4 classes lmtest Testing Linear Regression Models locfit Local Regression, Likelihood and Density Estimation. lpridge Local Polynomial (Ridge) Regression maanova Tools for analyzing Micro Array experiments maDB Microarray database and utility functions for microarray data analysis. 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 calculations matrixStats Methods that apply to rows and columns of a matrix mclust Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation MCMCpack Markov chain Monte Carlo (MCMC) Package 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 MVA An Introduction to Applied Multivariate Analysis with R mvtnorm Multivariate Normal and t Distributions nlme Linear and Nonlinear Mixed Effects Models nnet Feed-forward Neural Networks and Multinomial Log-Linear Models oligoClasses Classes for high-throughput arrays supported by oligo and crlmm 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 pgUtils Utility functions for PostgreSQL databases pheatmap Pretty Heatmaps phylobase Base package for phylogenetic structures and comparative data picante R tools for integrating phylogenies and ecology pixmap Bitmap Images (``Pixel Maps'') plier Implements the Affymetrix PLIER algorithm plotrix Various plotting functions plyr Tools for splitting, applying and combining data preprocessCore A collection of pre-processing functions prettyR Pretty descriptive stats. proto Prototype object-based programming PSCBS Analysis of Parent-Specific DNA Copy Numbers quantreg Quantile Regression qvalue Q-value estimation for false discovery rate control R2admb ADMB to R interface functions RankProd Rank Product method for identifying differentially expressed genes with application in meta-analysis RBGL An interface to the BOOST graph library R.cache Fast and light-weight caching (memoization) of objects Rcmdr R Commander RColorBrewer ColorBrewer palettes Rcpp Seamless R and C++ Integration RcppEigen Rcpp integration for the Eigen templated linear algebra library. RCurl General network (HTTP/FTP/...) client interface for R R.devices Enhanced methods for handling graphical 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 rgl 3D visualization device system (OpenGL) R.huge Methods for accessing huge amounts of data [DEPRECATED] RMark R Code for MARK Analysis R.methodsS3 Utility function for defining S3 methods RMySQL R interface to the MySQL database R.oo R object-oriented programming with or without references rpart Recursive Partitioning RPostgreSQL R interface to the PostgreSQL database system 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: a super fast, sensitive and accurate read aligner for mapping next-generation sequencing reads 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 sem Structural Equation Models setRNG Set (Normal) Random Number Generator and Seed siggenes Multiple testing using SAM and Efron's empirical Bayes approaches simpleaffy Very simple high level analysis of Affymetrix data smida Statistics for Microarrays: Inference, Design and Analysis snapCGH Segmentation, normalisation and processing of aCGH data. snow Simple Network of Workstations snowfall Easier cluster computing (based on snow). SNPchip Visualizations for copy number alterations SparseM Sparse Linear Algebra spatial Functions for Kriging and Point Pattern Analysis splines Regression Spline Functions and Classes spp some description 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, including penalised sequencing reads 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 sem Structural Equation Models setRNG Set (Normal) Random Number Generator and Seed siggenes Multiple testing using SAM and Efron's empirical Bayes approaches simpleaffy Very simple high level analysis of Affymetrix data smida Statistics for Microarrays: Inference, Design and Analysis snapCGH Segmentation, normalisation and processing of aCGH data. snow Simple Network of Workstations snowfall Easier cluster computing (based on snow). SNPchip Visualizations for copy number alterations SparseM Sparse Linear Algebra spatial Functions for Kriging and Point Pattern Analysis splines Regression Spline Functions and Classes spp some description 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, including penalised likelihood. SVGAnnotation Tools for post-processing SVG plots created in R tcltk Tcl/Tk Interface tilingArray Transcript mapping with high-density oligonucleotide tiling arrays tools Tools for Package Development truncnorm Truncated normal distribution 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)