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Multivariate meta‐analysis using individual participant data

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References

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596 cited

2012Quantifying the impact of between‐study heterogeneity in multivariate meta‐analyses577 cited

2005Meta-analysis of individual patient data from randomized trials: a review of methods used in practice557 cited

2011Multivariate meta‐analysis: Potential and promise530 cited

Cited by

2015Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model75 cited
2015Borrowing of strength and study weights in multivariate and network meta-analysis66 cited
2019The number needed to treat in pairwise and network meta-analysis and its graphical representation54 cited
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2016Bayesian bivariate meta-analysis of correlated effects: Impact of the prior distributions on the between-study correlation, borrowing of strength, and joint inferences34 cited
2022Multivariate meta-analysis of multiple outcomes: characteristics and predictors of borrowing of strength from Cochrane reviews32 cited
2022The development of network meta-analysis27 cited
2018A matrix-based method of moments for fitting multivariate network meta-analysis models with multiple outcomes and random inconsistency effects.27 cited
2020Meta‐analysis of continuous outcomes: Using pseudo IPD created from aggregate data to adjust for baseline imbalance and assess treatment‐by‐baseline modification26 cited
2017An improved method for bivariate meta‐analysis when within‐study correlations are unknown25 cited
2018The Role of Secondary Outcomes in Multivariate Meta-Analysis24 cited
2019Empirical comparison of univariate and multivariate meta‐analyses in Cochrane Pregnancy and Childbirth reviews with multiple binary outcomes19 cited
2020Random‐effects meta‐analysis of combined outcomes based on reconstructions of individual patient data16 cited
2020Multivariate network meta‐analysis of survival function parameters15 cited
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2025Meta-analysis and Meta-regression for Uncertain Areas and the Estimation of Possible Benefit of Future Therapies11 cited