Difference between revisions of "R libraries"
Jump to navigation
Jump to search
Moskalenko (talk | contribs) |
Moskalenko (talk | contribs) |
||
Line 24: | Line 24: | ||
BiocGenerics Generic functions for Bioconductor | BiocGenerics Generic functions for Bioconductor | ||
BiocInstaller Install/Update Bioconductor and CRAN Packages | BiocInstaller Install/Update Bioconductor and CRAN Packages | ||
+ | biomaRt Interface to BioMart databases (e.g. Ensembl, | ||
+ | COSMIC ,Wormbase and Gramene) | ||
Biostrings String objects representing biological | Biostrings String objects representing biological | ||
sequences, and matching algorithms | sequences, and matching algorithms | ||
Line 49: | Line 51: | ||
DESeq Differential gene expression analysis based on | DESeq Differential gene expression analysis based on | ||
the negative binomial distribution | the negative binomial distribution | ||
+ | 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 | ||
Line 103: | Line 106: | ||
HilbertVis Hilbert curve visualization | HilbertVis Hilbert curve visualization | ||
Hmisc Harrell Miscellaneous | Hmisc Harrell Miscellaneous | ||
+ | hwriter HTML Writer - Outputs R objects in HTML format | ||
IRanges Infrastructure for manipulating intervals on | IRanges Infrastructure for manipulating intervals on | ||
sequences | sequences | ||
Line 171: | Line 175: | ||
RColorBrewer ColorBrewer palettes | RColorBrewer ColorBrewer palettes | ||
Rcpp Seamless R and C++ Integration | Rcpp Seamless R and C++ Integration | ||
+ | RCurl General network (HTTP/FTP/...) client interface | ||
+ | for R | ||
relimp Relative Contribution of Effects in a | relimp Relative Contribution of Effects in a | ||
Regression Model | Regression Model |
Revision as of 00:15, 26 September 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 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 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 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. chron Chronological objects which can handle dates and times 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 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 DEXSeq Inference of differential exon usage in RNA-Seq 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 gsubfn Utilities for strings and function arguments. 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 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 laser Likelihood Analysis of Speciation/Extinction Rates from Phylogenies lattice Lattice Graphics 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 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 mclust Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation 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 RCurl General network (HTTP/FTP/...) client interface for R 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 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 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 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. 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)