| Description |
1 online resource (xvi, 301 pages) : illustrations |
| Physical Medium |
polychrome |
| Description |
text file |
| Bibliography |
Includes bibliographical references (pages 286-294) and index. |
| Contents |
Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; Acknowledgements; 1 Introduction; 2 Study design; 3 Continuous outcome variables; 4 Continuous outcome variables -- relationships with other variables; 5 Other possibilities for modelling longitudinal data; 6 Dichotomous outcome variables; 7 Categorical and 'count' outcome variables; 8 Longitudinal studies with two measurements: the definition and analysis of change; 9 Analysis of experimental studies; 10 Missing data in longitudinal studies; 11 Tracking; 12 Software for longitudinal data analysis; 13 Sample size calculations. |
| Summary |
In this book the most important techniques available for longitudinal data analysis are discussed, including simple techniques such as the paired t-test and summary statistics, and more sophisticated techniques such as generalised estimating equations and random coefficient analysis. This practical guide is suitable for non-statisticians involved in medical research and epidemiology. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Epidemiology -- Research -- Statistical methods.
|
|
Epidemiology -- Research. |
|
Statistics. |
|
Epidemiology -- Longitudinal studies.
|
|
Epidemiology. |
| Genre/Form |
Longitudinal studies.
|
| Subject |
Epidemiology -- Statistical methods.
|
|
Epidemiology -- Statistical methods. |
|
Epidemiologic Studies. |
|
Data Interpretation, Statistical. |
|
Longitudinal Studies. |
|
Models, Statistical. |
| Genre/Form |
Electronic books.
|
| Other Form: |
Print version: Twisk, Jos W.R., 1962- Applied longitudinal data analysis for epidemiology. Cambridge, UK ; New York : Cambridge University Press, 2003 0521525802 (DLC) 2002023437 (OCoLC)49415991 |
| ISBN |
0511070063 (electronic book ; Adobe Reader) |
|
9780511070068 (electronic book ; Adobe Reader) |
|
0511061609 (electronic book) |
|
9780511061608 (electronic book) |
|
0511055277 |
|
9780511055270 |
|
0511121105 (electronic book) |
|
9780511121104 (electronic book) |
|
1280162503 |
|
9781280162503 |
|
0521819768 (hardback) |
|
0521525802 (paperback) |
|
