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This third edition covers current versions of S-PLUS and is intended for users of 4.5, 5.0 or later, although versions 3.3/4 are also considered. The material has been extensively rewritten using new examples and the latest computationally-intensive methods, to provide an in-depth guide for those writing software in the S language. The authors have written several software libraries which enhance S-PLUS which, along with all the datasets used, are available on the Internet for both Windows and UNIX. There are extensive on-line supplements covering advanced material, user-contributed extensions, further exercises and new features of S-PLUS as they are introduced.§