Data analysis and graphics using R : an example-based approach /
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| Author / Creator: | Maindonald, J. H. (John Hilary), 1937- |
|---|---|
| Edition: | 2nd ed. |
| Imprint: | Cambridge ; New York : Cambridge University Press, 2006. |
| Description: | 1 online resource (502 pages) : illustrations |
| Language: | English |
| Series: | Cambridge series in statistical and probabilistic mathematics Cambridge series on statistical and probabilistic mathematics. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11813233 |
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| 050 | 4 | |a QA276.4 |b .M245 2006eb | |
| 072 | 7 | |a MAT |x 029000 |2 bisacsh | |
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| 084 | |a 54.81 |2 bcl | ||
| 100 | 1 | |a Maindonald, J. H. |q (John Hilary), |d 1937- |0 http://id.loc.gov/authorities/names/n83176446 | |
| 245 | 1 | 0 | |a Data analysis and graphics using R : |b an example-based approach / |c John Maindonald and W. John Braun. |
| 250 | |a 2nd ed. | ||
| 260 | |a Cambridge ; |a New York : |b Cambridge University Press, |c 2006. | ||
| 300 | |a 1 online resource (502 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Cambridge series in statistical and probabilistic mathematics | |
| 504 | |a Includes bibliographical references (pages 474-484) and indexes. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; 1 A brief introduction to R; 2 Styles of data analysis; 3 Statistical models; 4 An introduction to formal inference; 5 Regression with a single predictor; 6 Multiple linear regression; 7 Exploiting the linear model framework; 8 Generalized linear models and survival analysis; 9 Time series models; 10 Multi-level models and repeated measures; 11 Tree-based classification and regression; 12 Multivariate data exploration and discrimination; 13 Regression on principal component or discriminant scores. | |
| 520 | |a Hands-on guide to the R system for data analysis for scientists, students and practising statisticians. | ||
| 650 | 0 | |a Statistics |x Data processing. |0 http://id.loc.gov/authorities/subjects/sh85127583 | |
| 650 | 0 | |a Statistics |x Graphic methods |x Data processing. | |
| 650 | 0 | |a R (Computer program language) |0 http://id.loc.gov/authorities/subjects/sh2002004407 | |
| 650 | 6 | |a R (Langage de programmation) | |
| 650 | 6 | |a Statistique |x Informatique. | |
| 650 | 6 | |a Statistique |x Méthodes graphiques |x Informatique. | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a R (Computer program language) |2 fast |0 (OCoLC)fst01086207 | |
| 650 | 7 | |a Statistics |x Data processing. |2 fast |0 (OCoLC)fst01132113 | |
| 650 | 7 | |a Statistics |x Graphic methods |x Data processing. |2 fast |0 (OCoLC)fst01132119 | |
| 650 | 1 | 7 | |a Statistiek. |2 gtt |
| 650 | 1 | 7 | |a Dataprocessing. |2 gtt |
| 650 | 1 | 7 | |a Grafische methoden. |2 gtt |
| 650 | 1 | 7 | |a R (computerprogramma) |2 gtt |
| 650 | 1 | 7 | |a Regressieanalyse. |2 gtt |
| 650 | 7 | |a Análise de dados. |2 larpcal | |
| 650 | 7 | |a Métodos gráficos (estatística) |2 larpcal | |
| 650 | 7 | |a Processamento de dados. |2 larpcal | |
| 650 | 7 | |a Linguagem de programação. |2 larpcal | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Braun, John, |d 1963- |0 http://id.loc.gov/authorities/names/n2002159694 | |
| 776 | 0 | 8 | |i Print version: |a Maindonald, J.H. (John Hilary), 1937- |t Data analysis and graphics using R. |b 2nd ed. |d Cambridge ; New York : Cambridge University Press, 2006 |z 9780521861168 |z 0521861160 |w (DLC) 2007274828 |w (OCoLC)70671789 |
| 830 | 0 | |a Cambridge series on statistical and probabilistic mathematics. |0 http://id.loc.gov/authorities/names/n96064948 | |
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| 928 | |t Library of Congress classification |a QA276.4 .M245 2006eb |l Online |c UC-FullText |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=189317 |z eBooks on EBSCOhost |g ebooks |i 12244921 | ||