An overview of methods for network meta-analysis using individual participant data: when do benefits arise?

The PRISMA Extension Statement for Reporting of Systematic Reviews Incorporating Network Meta-analyses of Health Care Interventions: Checklist and Explanations

(2015) Brian Hutton et al.   ANNALS OF INTERNAL MEDICINE

Fallacies of last observation carried forward analyses

(2015) John M Lachin   Clinical Trials

Covariate adjustment had similar benefits in small and large randomized controlled trials

(2015) Douglas D. Thompson et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Accounting for uncertainty due to ‘last observation carried forward’ outcome imputation in a meta-analysis model

(2015) Vasiliki Dimitrakopoulou et al.   STATISTICS IN MEDICINE

Individual Participant Data (IPD) Meta-analyses of Randomised Controlled Trials: Guidance on Their Use

(2015) Jayne F. Tierney et al.   PLOS MEDICINE

Get real in individual participant data (IPD) meta-analysis: a review of the methodology

(2015) Thomas P. A. Debray et al.   Research Synthesis Methods

Joint synthesis of multiple correlated outcomes in networks of interventions

(2014) O. Efthimiou et al.   BIOSTATISTICS

Handling missing data in RCTs; a review of the top medical journals

(2014) Melanie L Bell et al.   BMC Medical Research Methodology

Characteristics of Networks of Interventions: A Description of a Database of 186 Published Networks

(2014) Adriani Nikolakopoulou et al.   PLoS One

An approach for modelling multiple correlated outcomes in a network of interventions using odds ratios

(2014) Orestis Efthimiou et al.   STATISTICS IN MEDICINE

Combining randomized and non-randomized evidence in clinical research: a review of methods and applications

(2014) Pablo E. Verde et al.   Research Synthesis Methods

Is network meta-analysis as valid as standard pairwise meta-analysis? It all depends on the distribution of effect modifiers

(2013) Jeroen P Jansen et al.   BMC Medicine

Evaluation of inconsistency in networks of interventions

(2013) A. A. Veroniki et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Evidence Synthesis for Decision Making 3

(2013) Sofia Dias et al.   MEDICAL DECISION MAKING

Evidence Synthesis for Decision Making 4

(2013) Sofia Dias et al.   MEDICAL DECISION MAKING

Individual Participant Data Meta-Analysis for a Binary Outcome: One-Stage or Two-Stage?

(2013) Thomas P. A. Debray et al.   PLoS One

What Is Meant by “Missing at Random”?

(2013) Shaun Seaman et al.   STATISTICAL SCIENCE

Differential dropout and bias in randomised controlled trials: when it matters and when it may not

(2013) M. L. Bell et al.   BMJ-British Medical Journal

Meta-analysis of effect sizes reported at multiple time points: A multivariate approach

(2012) Thomas A Trikalinos et al.   Clinical Trials

Evidence Synthesis for Decision Making 2

(2012) Sofia Dias et al.   MEDICAL DECISION MAKING

A practical introduction to multivariate meta-analysis

(2012) Dimitris Mavridis et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Combining individual patient data and aggregate data in mixed treatment comparison meta-analysis: Individual patient data may be beneficial if only for a subset of trials

(2012) Sarah Donegan et al.   STATISTICS IN MEDICINE

Mixed treatment comparisons using aggregate and individual participant level data

(2012) Pedro Saramago et al.   STATISTICS IN MEDICINE

Consistency and inconsistency in network meta-analysis: concepts and models for multi-arm studies

(2012) J. P. T. Higgins et al.   Research Synthesis Methods

Network meta-analysis of individual and aggregate level data

(2012) Jeroen P. Jansen   Research Synthesis Methods

Consistency and inconsistency in network meta-analysis: model estimation using multivariate meta-regression

(2012) Ian R. White et al.   Research Synthesis Methods

Bayesian Hierarchical Models Combining Different Study Types and Adjusting for Covariate Imbalances: A Simulation Study to Assess Model Performance

(2011) C. Elizabeth McCarron et al.   PLoS One

Rejoinder to commentaries on ‘Multivariate meta-analysis: Potential and promise’

(2011) Dan Jackson et al.   STATISTICS IN MEDICINE

Controlling ecological bias in evidence synthesis of trials reporting on collapsed and overlapping covariate categories

(2010) L. Govan et al.   STATISTICS IN MEDICINE

A case study of multiple-treatments meta-analysis demonstrates that covariates should be considered

(2009) Georgia Salanti et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Individual patient meta-analysis—rewards and challenges

(2009) Carl van Walraven   JOURNAL OF CLINICAL EPIDEMIOLOGY

Addressing between-study heterogeneity and inconsistency in mixed treatment comparisons: Application to stroke prevention treatments in individuals with non-rheumatic atrial fibrillation

(2009) Nicola J. Cooper et al.   STATISTICS IN MEDICINE

Meta-analysis of continuous outcomes combining individual patient data and aggregate data

(2007) Richard D. Riley et al.   STATISTICS IN MEDICINE