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This edition first published 2021

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Library of Congress Cataloging‐in‐Publication Data

Names: Riley, Richard D., editor. | Tierney, Jayne F., editor. | Stewart, Lesley A., editor.

Title: Individual participant data meta-analysis : a handbook for healthcare research / edited by Richard D. Riley, Jayne F. Tierney, Lesley A. Stewart.

Other titles: Statistics in practice.

Description: Hoboken, NJ : Wiley, 2021. | Series: Wiley series in statistics in practice | Includes bibliographical references and index. | Contents: Individual Participant Data Meta‐Analysis for Healthcare Research / Richard D. Riley, Lesley A. Stewart, Jayne F. Tierney – Rationale for Embarking on an IPD Meta-Analysis Project / Jayne F. Tierney, Richard D. Riley, Catrin Tudur Smith, Mike Clarke, and Lesley A. Stewart – Planning and Initiating an IPD Meta-Analysis Project / Lesley A. Stewart, Richard D. Riley, and Jayne F. Tierney – Running an IPD Meta-Analysis Project : From Developing the Protocol to Preparing Data for Metaanalysis / Jayne F. Tierney, Richard D. Riley, Larysa H.M. Rydzewska, and Lesley A. Stewart – The Two-stage Approach to IPD Meta-Analysis / Richard D. Riley, Thomas P.A. Debray, Tim P. Morris, and Dan Jackson – The One-stage Approach to IPD Meta-Analysis / Richard D. Riley and Thomas P.A. Debray – Using IPD Meta-Analysis to Examine Interactions between Treatment Effect and Participant-level Covariates / Richard D. Riley and David J. Fisher – One-stage versus Two-stage Approach to IPD Meta-Analysis : Differences and Recommendations / Richard D. Riley, Danielle L. Burke, and Tim Morris – Examining the Potential for Bias in IPD Meta-Analysis Results / Richard D. Riley, Jayne F. Tierney, and Lesley A. Stewart – Reporting and Dissemination of IPD Meta-Analyses / Lesley A. Stewart, Richard D. Riley, and Jayne F. Tierney – A Tool for the Critical Appraisal of IPD Meta-Analysis Projects (CheckMAP) / Jayne F. Tierney, Lesley A. Stewart, Claire L. Vale, and Richard D. Riley – Power Calculations for Planning an IPD Meta-Analysis / Richard D. Riley and Joie Ensor – Multivariate Meta-Analysis Using IPD / Richard D. Riley, Dan Jackson, and Ian R. White – Network Meta-Analysis Using IPD / Richard D. Riley, David M Phillippo, and Sofia Dias – IPD Meta-Analysis for Test Accuracy Research / Richard D. Riley, Brooke Levis, and Yemisi Takwoingi – IPD Meta-Analysis for Prognostic Factor Research / Richard D. Riley, Karel G.M. Moons, and Thomas P.A. Debray – IPD Meta-Analysis for Clinical Prediction Model Research / Richard D. Riley, Kym I.E. Snell, Laure Wynants, Valentijn M.T. de Jong, Karel G.M. Moons, and Thomas P.A. Debray – Dealing with Missing Data in an IPD Meta-Analysis / Thomas P.A. Debray, Kym I.E. Snell, Matteo Quartagno, Shahab Jolani, Karel G.M. Moons, and Richard D. Riley.

Subjects: MESH: Meta-Analysis as Topic | Data Interpretation, Statistical | Models, Statistical | Randomized Controlled Trials as Topic

Classification: LCC R853.S7 (print) | LCC R853.S7 (ebook) | NLM WA 950 | DDC 610.72/7–dc23

LC record available at https://lccn.loc.gov/2021000638 LC ebook record available at https://lccn.loc.gov/2021000639

Cover Design: Wiley

Individual Participant Data Meta-Analysis

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