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Cover: 9780521684477 | Analysis of Variance and Covariance | C. Patrick Doncaster | Buch
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Analysis of Variance and Covariance
Taschenbuch von C. Patrick Doncaster
Sprache: Englisch

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Beschreibung
Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. In this reference book, the gap between statistical theory and practical data analysis is bridged by presenting a comprehensive set of tables for all standard models of analysis of variance and covariance with up to three treatment factors. This book will serve as a tool to help post-graduates and professionals define their hypotheses, design appropriate experiments, translate them into a statistical model, validate the output from statistics packages and verify results. The systematic layout makes it easy for readers to identify which types of model best fit the themes they are investigating, and to evaluate the strengths and weaknesses of alternative experimental designs. In addition, a concise introduction to the principles of analysis of variance and covariance is provided, alongside worked examples illustrating issues and decisions faced by analysts.
Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. In this reference book, the gap between statistical theory and practical data analysis is bridged by presenting a comprehensive set of tables for all standard models of analysis of variance and covariance with up to three treatment factors. This book will serve as a tool to help post-graduates and professionals define their hypotheses, design appropriate experiments, translate them into a statistical model, validate the output from statistics packages and verify results. The systematic layout makes it easy for readers to identify which types of model best fit the themes they are investigating, and to evaluate the strengths and weaknesses of alternative experimental designs. In addition, a concise introduction to the principles of analysis of variance and covariance is provided, alongside worked examples illustrating issues and decisions faced by analysts.
Über den Autor
C. PATRICK DONCASTER is a Reader in Ecology in the School of Biological Sciences at the University of Southampton.
Zusammenfassung
Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. Aimed at researchers of postgraduate level and above, this book details the application, analysis and interpretation of all standard ANOVA models with up to three treatment factors. It serves as a reference tool to help readers define their hypotheses, design appropriate experiments, translate them into statistical models, analyse the data and validate results. Anyone who is serious about designing and analysing experiments will find this book an invaluable companion throughout the scientific process.
Inhaltsverzeichnis
Preface; Introduction to analysis of variance; Introduction to model structures; Part I. Model Structures: 1. One-factor designs; 2. Nested designs; 3. Fully replicated factorial designs; 4. Randomised block designs; 5. Split plot designs; 6. Repeated measures designs; 7. Unreplicated designs; Part II. Further Topics: 8. Further topics; 9. Choosing experimental designs; 10. Best practice in presentation of the design; 11. Troubleshooting problems during analysis; Glossary; Categories of model; Bibliography; Index of all ANOVA models with up to three factors; Index.
Details
Erscheinungsjahr: 2015
Fachbereich: Allgemeine Lexika
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
ISBN-13: 9780521684477
ISBN-10: 0521684471
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Doncaster, C. Patrick
Hersteller: Cambridge University Press
Maße: 229 x 152 x 17 mm
Von/Mit: C. Patrick Doncaster
Erscheinungsdatum: 29.05.2015
Gewicht: 0,443 kg
Artikel-ID: 101982998
Über den Autor
C. PATRICK DONCASTER is a Reader in Ecology in the School of Biological Sciences at the University of Southampton.
Zusammenfassung
Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. Aimed at researchers of postgraduate level and above, this book details the application, analysis and interpretation of all standard ANOVA models with up to three treatment factors. It serves as a reference tool to help readers define their hypotheses, design appropriate experiments, translate them into statistical models, analyse the data and validate results. Anyone who is serious about designing and analysing experiments will find this book an invaluable companion throughout the scientific process.
Inhaltsverzeichnis
Preface; Introduction to analysis of variance; Introduction to model structures; Part I. Model Structures: 1. One-factor designs; 2. Nested designs; 3. Fully replicated factorial designs; 4. Randomised block designs; 5. Split plot designs; 6. Repeated measures designs; 7. Unreplicated designs; Part II. Further Topics: 8. Further topics; 9. Choosing experimental designs; 10. Best practice in presentation of the design; 11. Troubleshooting problems during analysis; Glossary; Categories of model; Bibliography; Index of all ANOVA models with up to three factors; Index.
Details
Erscheinungsjahr: 2015
Fachbereich: Allgemeine Lexika
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
ISBN-13: 9780521684477
ISBN-10: 0521684471
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Doncaster, C. Patrick
Hersteller: Cambridge University Press
Maße: 229 x 152 x 17 mm
Von/Mit: C. Patrick Doncaster
Erscheinungsdatum: 29.05.2015
Gewicht: 0,443 kg
Artikel-ID: 101982998
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