|
![]() |
|||
|
||||
OverviewRegression Methods for Medical Research provides medical researchers with the skills they need to critically read and interpret research using more advanced statistical methods. The statistical requirements of interpreting and publishing in medical journals, together with rapid changes in science and technology, increasingly demands an understanding of more complex and sophisticated analytic procedures. The text explains the application of statistical models to a wide variety of practical medical investigative studies and clinical trials. Regression methods are used to appropriately answer the key design questions posed and in so doing take due account of any effects of potentially influencing co-variables. It begins with a revision of basic statistical concepts, followed by a gentle introduction to the principles of statistical modelling. The various methods of modelling are covered in a non-technical manner so that the principles can be more easily applied in everyday practice. A chapter contrasting regression modelling with a regression tree approach is included. The emphasis is on the understanding and the application of concepts and methods. Data drawn from published studies are used to exemplify statistical concepts throughout. Regression Methods for Medical Research is especially designed for clinicians, public health and environmental health professionals, para-medical research professionals, scientists, laboratory-based researchers and students. Full Product DetailsAuthor: Bee Choo Tai (Associate Professor, Dept of Epidemiology and Public Health, National University of Singapore, Singapore) , David Machin (Children's Cancer and Leukaemia Group (CCLG), University of Leicester)Publisher: John Wiley and Sons Ltd Imprint: Wiley-Blackwell Dimensions: Width: 17.30cm , Height: 1.60cm , Length: 24.50cm Weight: 0.612kg ISBN: 9781444331448ISBN 10: 1444331442 Pages: 312 Publication Date: 06 December 2013 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Available To Order ![]() We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately. Table of ContentsPreface viii 1 Introduction 1 2 Linear regression: practical issues 25 3 Multiple linear regression 43 4 Logistic Regression 64 5 P oisson Regression 98 6 Time-to-Event Regression 120 7 Model Building 146 8 Repeated Measures 176 9 Regression Trees 204 10 Further Time-to-Event Models 236 11 Further Topics 269 Statistical Tables 285 References 294 Index 298ReviewsAuthor InformationBee-Choo Tai, Saw Swee Hock School of Public Health, National University of Singapore, and National University Health System; and Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore David Machin, Medical Statistics Unit, School of Health and Related Sciences, University of Sheffield; and Cancer Studies, Faculty of Medicine, University of Leicester, UK Tab Content 6Author Website:Countries AvailableAll regions |