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Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research (Statistics in Practice) - Hardcover
- PublisherWiley
- Publication date2021
- ISBN 10 1119333725
- ISBN 13 9781119333722
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages560
- EditorRiley Richard D., Tierney Jayne F., Stewart Lesley A.
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Individual Participant Data Meta-Analysis : A Handbook for Healthcare Research
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Individual Participant Data Meta-Analysis (Hardcover)
Published by
John Wiley & Sons Inc, New York, 2021
ISBN 10: 1119333725
ISBN 13: 9781119333722
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Hardcover
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Hardcover. Condition: new. Hardcover. Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research provides a comprehensive introduction to the fundamental principles and methods that healthcare researchers need when considering, conducting or using individual participant data (IPD) meta-analysis projects. Written and edited by researchers with substantial experience in the field, the book details key concepts and practical guidance for each stage of an IPD meta-analysis project, alongside illustrated examples and summary learning points. Split into five parts, the book chapters take the reader through the journey from initiating and planning IPD projects to obtaining, checking, and meta-analysing IPD, and appraising and reporting findings. The book initially focuses on the synthesis of IPD from randomised trials to evaluate treatment effects, including the evaluation of participant-level effect modifiers (treatment-covariate interactions). Detailed extension is then made to specialist topics such as diagnostic test accuracy, prognostic factors, risk prediction models, and advanced statistical topics such as multivariate and network meta-analysis, power calculations, and missing data. Intended for a broad audience, the book will enable the reader to: Understand the advantages of the IPD approach and decide when it is needed over a conventional systematic reviewRecognise the scope, resources and challenges of IPD meta-analysis projectsAppreciate the importance of a multi-disciplinary project team and close collaboration with the original study investigatorsUnderstand how to obtain, check, manage and harmonise IPD from multiple studiesExamine risk of bias (quality) of IPD and minimise potential biases throughout the projectUnderstand fundamental statistical methods for IPD meta-analysis, including two-stage and one-stage approaches (and their differences), and statistical software to implement themClearly report and disseminate IPD meta-analyses to inform policy, practice and future researchCritically appraise existing IPD meta-analysis projectsAddress specialist topics such as effect modification, multiple correlated outcomes, multiple treatment comparisons, non-linear relationships, test accuracy at multiple thresholds, multiple imputation, and developing and validating clinical prediction models Detailed examples and case studies are provided throughout. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781119333722
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Individual Participant Data Meta-Analysis : A Handbook for Healthcare Research
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Individual Participant Data Meta-Analysis
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Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research (Statistics in Practice)
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Individual Participant Data Meta-Analysis : A Handbook for Healthcare Research
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Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research (Statistics in Practice)
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Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research (Statistics in Practice)
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Individual Participant Data Meta-Analysis : A Handbook for Healthcare Research
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Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research
Published by
John Wiley & Sons Inc, 2021
ISBN 10: 1119333725
ISBN 13: 9781119333722
New
Hardcover
First Edition
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Condition: New. 2021. 1st Edition. hardcover. . . . . . Seller Inventory # V9781119333722
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