| Document Type
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BL
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| Record Number
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705791
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| Doc. No
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b527980
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| Main Entry
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Maindonald, J. H., (John Hilary),1937-
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| Title & Author
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Data analysis and graphics using R : : an example-based approach /\ John Maindonald and John Braun
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| Publication Statement
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Cambridge, UK ;New York :: Cambridge University Press,, 2003
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| Series Statement
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Cambridge series in statistical and probabilistic mathematics
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| Page. NO
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xxiii, 362 pages :: illustrations ;; 26 cm
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| ISBN
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0521813360
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: 9780521813365
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| Bibliographies/Indexes
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Includes bibliographical references (pages 346-351) and indexes
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| Contents
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1. A brief introduction to R -- 2. Styles of data analysis -- 3. Statistical models -- 4. Introduction to formal inference -- 5. Regression with a single predictor -- 6. Multiple linear regression -- 7. Exploiting the linear model framework -- 8. Logistic regression and other generalised linear models -- 9. Multi-level models, time series and repeated measures -- 10. Tree-based classification and regression -- 11. Multivariate data exploration and discrimination -- 12. The R system -- additional topics -- 13. Epilogue -- models -- App. S-plus differences
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| Abstract
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Text explaining basic statistical methods in the R programming language through extensive use of examples
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| Subject
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Statistics-- Data processing
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| Subject
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Statistics-- Graphic methods-- Data processing
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| Subject
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R (Computer program language)
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| Subject
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R (Computer program language)
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| Dewey Classification
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519.5/0285
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| LC Classification
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QA276.4.M245 2003
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| Added Entry
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Braun, John,1963-
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