Applied Longitudinal Data Analysis for Epidemiology 2e Jos W. … 9781107699922 LN

Description: Applied Longitudinal Data Analysis for Epidemiology (Cambridge Medicine (Paperback))Jos W. R. Twisk Cambridge University Press Paperback Unused and unread, minor cosmetic imperfections such as scuffing or minor creasing. Stamped 'damaged' by publisher to a non-text page. EAN: 9781107699922 Published 09/05/2013 Language: English This book discusses the most important techniques available for longitudinal data analysis, from simple techniques such as the paired t-test and summary statistics, to more sophisticated ones such as generalized estimating of equations and mixed model analysis. A distinction is made between longitudinal analysis with continuous, dichotomous and categorical outcome variables. The emphasis of the discussion lies in the interpretation and comparison of the results of the different techniques. The second edition includes new chapters on the role of the time variable and presents new features of longitudinal data analysis. Explanations have been clarified where necessary and several chapters have been completely rewritten. The analysis of data from experimental studies and the problem of missing data in longitudinal studies are discussed. Finally, an extensive overview and comparison of different software packages is provided. This practical guide is essential for non-statisticians and researchers working with longitudinal data from epidemiological and clinical studies. Preface Acknowledgements 1. Introduction 2. Study design 3. Continuous outcome variables 4. Continuous outcome variables - relationships with other variables 5. The modelling of time 6. Other possibilities for modelling longitudinal data 7. Dichotomous outcome variables 8. Categorical and 'count' outcome variables 9. Analysis data from experimental studies 10. Missing data in longitudinal studies 11. Sample size calculations 12. Software for longitudinal data analysis 13. One step further References Index. DispatchIn stock here - same-day dispatch from England. My SKU: 3161659RefundsNo-hassle refunds are always available if your book is not as expected.Terms and Conditions of SaleSorry - no collections. All sales are subject to extended Terms and Conditions of Sale as well as the Return Policy and Payment Instructions. Visit my eBay Store for details andmany more books. Template layout and design, "JNC Academic Books", "needbooks", Copyright © JNC INC. Designated trademarks, layouts and brands are the property of their respective owners. All Rights Reserved.

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