Applied Multilevel Analysis - Jos W. R. Twisk

Applied Multilevel Analysis

A Practical Guide for Medical Researchers

(Autor)

Buch | Softcover
196 Seiten
2006
Cambridge University Press (Verlag)
978-0-521-61498-6 (ISBN)
57,35 inkl. MwSt
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This is a practical introduction to multilevel analysis. It is written for non-mathematicians and it explains when and how to use multilevel analysis. Many worked examples, with computer output, are given to illustrate and explain this subject. Datasets of the examples are available on the internet.
This is a practical introduction to multilevel analysis suitable for all those doing research. Most books on multilevel analysis are written by statisticians, and they focus on the mathematical background. These books are difficult for non-mathematical researchers. In contrast, this volume provides an accessible account on the application of multilevel analysis in research. It addresses the practical issues that confront those undertaking research and wanting to find the correct answers to research questions. This book is written for non-mathematical researchers and it explains when and how to use multilevel analysis. Many worked examples, with computer output, are given to illustrate and explain this subject. Datasets of the examples are available on the internet, so the reader can reanalyse the data. This approach will help to bridge the conceptual and communication gap that exists between those undertaking research and statisticians.

Preface; 1. Introduction; 2. Basic principles behind multilevel analysis; 3. What do we gain by applying multilevel analysis?; 4. Multilevel analysis with different outcome variables; 5. Multilevel modelling; 6. Multilevel analysis in longitudinal studies; 7. Multivariate multilevel analysis; 8. Sample size calculations in multilevel studies; 9. Software for multilevel analysis; References; Index.

Erscheint lt. Verlag 28.3.2006
Reihe/Serie Practical Guides to Biostatistics and Epidemiology
Zusatzinfo 20 Tables, unspecified; 23 Line drawings, unspecified
Verlagsort Cambridge
Sprache englisch
Maße 175 x 248 mm
Gewicht 410 g
Themenwelt Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
ISBN-10 0-521-61498-8 / 0521614988
ISBN-13 978-0-521-61498-6 / 9780521614986
Zustand Neuware
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