The Analysis of Longitudinal Data
The Analysis of Longitudinal Data
Zusammenfassung
This is an introductory text for graduate programmes in applied statistics, for PhD students in the biological sciences such as epidemiology, and as a guide to workers in industry and government who analyze longitudinal data.
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The Analysis of Longitudinal Data by Peter J Diggle
This book describes statistical models and methods for the analysis of longitudinal data, with a strong emphasis on applications in the biological and health sciences. The technical level of the book is roughly that of a final year undergraduate or first year postgraduate course in statistics. The book divides naturally into three blocks. The first three chapters provide an introduction to the subject, and cover basic issues of design and exploratory analysis. Chapters 4, 5, 6, and 11 develop linear models and associated statistical methods for data sets in which the response variable is a continuous measurement. Chapters 7, 8, 9, and 10 are concerned with generalized linear models for discrete response variables. Appendix A gives a brief review of the statistical background assumed. This book is intended for statisticians - MSc students and researchers.Peter Diggle is a Distinguished University Professor and group leader of CHICAS at Lancaster University. Dr. Diggle is also an adjunct professor of biostatistics at both Johns Hopkins University's and Yale University's Schools of Public Health, adjunct senior researcher in the International Research Institute for Climate and Society at Columbia University, professor of epidemiology and statistics at the University of Liverpool, a trustee for Biometrika, founding co-editor and advisory board member for Biostatistics, and chair of the Strategic Skills Fellowships Panel of the Medical Research Council. His research focuses on the development and application of statistical methods to the biomedical and health sciences.
| SKU | Nicht verfügbar |
| ISBN 13 | 9780198522843 |
| ISBN 10 | 0198522843 |
| Titel | The Analysis of Longitudinal Data |
| Autor | Peter J Diggle |
| Buchzustand | Nicht verfügbar |
| Bindungsart | Hardback |
| Verlag | Oxford University Press |
| Erscheinungsjahr | 1994-07-01 |
| Seitenanzahl | 264 |
| Hinweis auf dem Einband | Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden. |
| Hinweis | Nicht verfügbar |