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Cover: 9780521762939 | Data Analysis and Graphics Using R | John Maindonald | Buch | Englisch
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Data Analysis and Graphics Using R
Buch von John Maindonald
Sprache: Englisch

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Beschreibung
3rd edition. Hands-on guide for scientists, students and practising statisticians.
3rd edition. Hands-on guide for scientists, students and practising statisticians.
Über den Autor
John Maindonald is Visiting Fellow at the Mathematical Sciences Institute at the Australian National University. He has collaborated extensively with scientists in a wide range of application areas, from medicine and public health to population genetics, machine learning, economic history, and forensic linguistics.
Inhaltsverzeichnis
Preface; Content - how the chapters fit together; 1. A brief introduction to R; 2. Styles of data analysis; 3. Statistical models; 4. A review of inference concepts; 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; 14. The R system - additional topics; 15. Graphs in R; Epilogue; Index of R symbols and functions; Index of authors.
Details
Erscheinungsjahr: 2010
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9780521762939
ISBN-10: 0521762936
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Maindonald, John
Hersteller: Cambridge University Press
Maße: 260 x 183 x 35 mm
Von/Mit: John Maindonald
Erscheinungsdatum: 06.05.2010
Gewicht: 1,242 kg
Artikel-ID: 101140028
Über den Autor
John Maindonald is Visiting Fellow at the Mathematical Sciences Institute at the Australian National University. He has collaborated extensively with scientists in a wide range of application areas, from medicine and public health to population genetics, machine learning, economic history, and forensic linguistics.
Inhaltsverzeichnis
Preface; Content - how the chapters fit together; 1. A brief introduction to R; 2. Styles of data analysis; 3. Statistical models; 4. A review of inference concepts; 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; 14. The R system - additional topics; 15. Graphs in R; Epilogue; Index of R symbols and functions; Index of authors.
Details
Erscheinungsjahr: 2010
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9780521762939
ISBN-10: 0521762936
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Maindonald, John
Hersteller: Cambridge University Press
Maße: 260 x 183 x 35 mm
Von/Mit: John Maindonald
Erscheinungsdatum: 06.05.2010
Gewicht: 1,242 kg
Artikel-ID: 101140028
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