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Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research by

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
ISBN-13
9781119333722
Book Title
Individual Participant Data Meta-Analysis
ISBN
9781119333722
Publication Year
2021
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Individual Participant Data Meta-Analysis: a Handbook for Healthcare Research
Item Height
260mm
Author
Lesley A. Stewart, Richard D. Riley, Jayne F. Tierney
Publisher
John Wiley and Sons Ltd
Item Width
185mm
Subject
Medicine, Mathematics
Item Weight
1216g
Number of Pages
560 Pages

About this product

Product Information

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 review Recognise the scope, resources and challenges of IPD meta-analysis projects Appreciate the importance of a multi-disciplinary project team and close collaboration with the original study investigators Understand how to obtain, check, manage and harmonise IPD from multiple studies Examine risk of bias (quality) of IPD and minimise potential biases throughout the project Understand fundamental statistical methods for IPD meta-analysis, including two-stage and one-stage approaches (and their differences), and statistical software to implement them Clearly report and disseminate IPD meta-analyses to inform policy, practice and future research Critically appraise existing IPD meta-analysis projects Address 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.

Product Identifiers

Publisher
John Wiley and Sons Ltd
ISBN-13
9781119333722
eBay Product ID (ePID)
21049028257

Product Key Features

Author
Lesley A. Stewart, Richard D. Riley, Jayne F. Tierney
Publication Name
Individual Participant Data Meta-Analysis: a Handbook for Healthcare Research
Format
Hardcover
Language
English
Subject
Medicine, Mathematics
Publication Year
2021
Type
Textbook
Number of Pages
560 Pages

Dimensions

Item Height
260mm
Item Width
185mm
Item Weight
1216g

Additional Product Features

Series Title
Statistics in Practice
Country/Region of Manufacture
United States
Editor
Lesley A. Stewart, Jayne F. Tierney, Richard D. Riley

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  • AU 82107909133
  • GB 293967539
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