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THE BASIC R README(See "FAQ" and "RESOURCES" for more detailed information)(See "INSTALL" for help on installation)1. INTRODUCTIONThis directory contains the source code tree for R, which is alanguage which is not entirely unlike (version 3 of) the S languagedeveloped at AT&T Bell Laboratories by Rick Becker, John Chambers andAllan Wilks.R is free software distributed under a GNU-style copyleft.The core of R is an interpreted computer language with a syntaxsuperficially similar to C, but which is actually a "functionalprogramming language" with capabilities similar to Scheme. Thelanguage allows branching and looping as well as modular programmingusing functions. Most of the user-visible functions in R are writtenin R, calling upon a smaller set of internal primitives. It ispossible for the user to interface to procedures written in C orFortran languages for efficiency, and also to write additionalprimitives.The R distribution contains functionality for a large number ofstatistical procedures. Among these are: linear and generalized linearmodels, nonlinear regression models, time series analysis, classicalparametric and nonparametric tests, clustering and smoothing. There isalso a large set of functions which provide a flexible graphicalenvironment for creating various kinds of data presentations.A package specification allows the production of loadable modules forspecific purposes, and several contributed packages are made availablethrough the CRAN sites (see RESOURCES).2. HISTORYR was initially written by Robert Gentleman and Ross Ihaka of theStatistics Department of the University of Auckland. In addition,a large group of individuals has contributed to R by sending codeand bug reports.Since mid-1997 there has been a core group who can modify the Rsource code CVS archive. The group currently consists ofDouglas Bates, Peter Dalgaard, Robert Gentleman,Kurt Hornik, Ross Ihaka, Friedrich Leisch, Thomas Lumley,Martin Maechler, Guido Masarotto, Paul Murrell,Brian Ripley, Duncan Temple Lang and Luke Tierney.3. PRESENT STATUSThe present version implements most of the functionality in the 1998book "The New S Language" (the "Blue Book") and many of theapplications. In addition, we have implemented a large part of thefunctionality from the 1992 book "Statistical Models in S" (the "WhiteBook").All the R functions have been documented in the form of help pages inan "output independent" form which can be used to create versions forHTML, LaTeX, text etc. A 700+ page Reference Index (a collection ofall the help pages) can be obtained in a variety of formats. Thedocument "An Introduction to R" provides a more user-friendly startingpoint. See INSTALL for instructions on how to generate thesedocuments.4. GOALSOur aim at the start of this project was to demonstrate that it waspossible to produce an S-like environment which did not suffer fromthe memory-demands and performance problems which S has. Somewhatlater, we started to turn R into a "real" system, but unfortunately weseem to have lost a large part of the efficiency advantage in theprocess, so one of our short-term goals is to revise the memorymanagement mechanism and look for other candidates for optimization.Longer-term goals include to explore new ideas: e.g. virtual objectsand component-based programming, and expanding the scope of existingones like formula-based interfaces. Further, we wish to get a handleon a general approach to graphical user interfaces (preferably withcross-platform portability), and to develop better 3-D and dynamicgraphics.Sincerely,The R Core Team.