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Nonlinear effects and effect modification at the participant-level in IPD meta-analysis part 2: methodological guidance is available
16 references·1 citing·43 second hop
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References

  • 2020Development of the Instrument to assess the Credibility of Effect Modification Analyses (ICEMAN) in randomized controlled trials and meta-analyses749 cited
  • 2016Meta-analysis using individual participant data: one-stage and two-stage approaches, and why they may differ537 cited
  • 2009Multivariate Random-effects Meta-analysis289 cited
  • 2017Meta-analytical methods to identify who benefits most from treatments: daft, deluded, or deft approach?219 cited
  • 2006Covariate heterogeneity in meta‐analysis: Criteria for deciding between meta‐regression and individual patient data194 cited
  • 2011A critical review of methods for the assessment of patient-level interactions in individual participant data meta-analysis of randomized trials, and guidance for practitioners182 cited
  • 2020Individual participant data meta‐analysis to examine interactions between treatment effect and participant‐level covariates: Statistical recommendations for conduct and planning177 cited
  • 2020A tutorial on methodological studies: the what, when, how and why155 cited
  • 2017Quantifying heterogeneity in individual participant data meta-analysis with binary outcomes137 cited
  • 2015A decade of individual participant data meta-analyses: A review of current practice132 cited
  • 2015Two-stage Individual Participant Data Meta-analysis and Generalized Forest Plots127 cited
  • 2016One-stage individual participant data meta-analysis models: estimation of treatment-covariate interactions must avoid ecological bias by separating out within-trial and across-trial information

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113 cited
  • 2019Individual participant data meta‐analysis of intervention studies with time‐to‐event outcomes: A review of the methodology and an applied example103 cited
  • 2018A comparison of one‐stage vs two‐stage individual patient data meta‐analysis methods: A simulation study97 cited
  • 2014Multivariate meta‐analysis using individual participant data96 cited
  • 2020Individual Participant Data Meta-analysis: Impact of Conduct Problem Severity, Comorbid Attention-Deficit/Hyperactivity Disorder and Emotional Problems, and Maternal Depression on Parenting Program Effects78 cited
  • Cited by

    • 2023Use of multiple covariates in assessing treatment‐effect modifiers: A methodological review of individual participant data meta‐analyses7 cited