Meta-Analysis Resources

Tools for Those Who Summarize the Evidence Base

Resources and networking for those who conduct or interpret meta-analyses related to any phenomenon that is gauged in multiple studies.

Hi all,

I have recently been analysing the results of my meta-analysis of 102 interventions and just for fun I decided to run all the analyses using various model estimators to see what’s happening with the adjustment (are they more conservative/ less conservative etc.)?

In the random effects model, I’ve tested:

    Sidik- Jonkman
    Maximum liklihood
    Restricted maximum likelihood (with and without the Knapp and Hartung adjustment)
    Paule- Mandel

I've attached the output and hope it may be helpful to someone, I find that the descriptors can be quite difficult to digest and a practical example might may it a little more clear.



*I don't use CMA, I use R, but tested the output from CMA on a complimentary trial

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