[R-meta] multi-level random effects meta-analysis: valid funnel plot & Egger's test?

[James Pustejovsky]

Hi Jenny,

Here is another reference that you might find useful:
Rodgers, M. A., & Pustejovsky, J. E. (2020). Evaluating meta-analytic
methods to detect selective reporting in the presence of dependent effect
sizes. *Psychological methods*.
https://doi.apa.org/doiLanding?doi=10.1037/met0000300
Pre-print: https://osf.io/preprints/metaarxiv/vqp8u/

Kind Regards,
James


On Mon, Mar 15, 2021 at 7:57 AM Mark Assink <m.assink using uva.nl> wrote:

> Dear Jennifer,
>
> In addition to Wolfgang's tips, you may want to have a look at the
> following article (
> https://www.tandfonline.com/doi/full/10.1080/00220973.2019.1582470):
>
> Fernández-Castilla, B., et al. (2021). Detecting selection bias in
> meta-analyses with multiple outcomes: A Simulation study. The Journal of
> Experimental Education, 89(1), 125-144. doi: 10.1080/00220973.2019.1582470
>
> Best,
> Mark Assink
>
> -----Original Message-----
> From: R-sig-meta-analysis <r-sig-meta-analysis-bounces using r-project.org> On
> Behalf Of Viechtbauer, Wolfgang (SP)
> Sent: maandag 15 maart 2021 12:58
> To: Jennifer Oser <oser using post.bgu.ac.il>
> Cc: R-sig-meta-analysis using r-project.org
> Subject: Re: [R-meta] multi-level random effects meta-analysis: valid
> funnel plot & Egger's test?
>
> Dear Jennifer,
>
> A google search of the archives with:
>
> site:
> https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fstat.ethz.ch%2Fpipermail%2Fr-sig-meta-analysis&data=04%7C01%7CM.Assink%40uva.nl%7Cda184745be08456cd7ab08d8e7aa991b%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C1%7C637514067196553666%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=QAbe%2FsrafmJHLMNJ71KiZNJvo2mKV5Oz%2Bbzb3rxQEvM%3D&reserved=0
> Egger rma.mv
>
> brings up some relevant discussions; and maybe more with different search
> terms.
>
> Best,
> Wolfgang
>
> >-----Original Message-----
> >From: Jennifer Oser [mailto:oser using post.bgu.ac.il]
> >Sent: Sunday, 14 March, 2021 19:19
> >To: Viechtbauer, Wolfgang (SP)
> >Cc: R-sig-meta-analysis using r-project.org
> >Subject: multi-level random effects meta-analysis: valid funnel plot &
> Egger's
> >test?
> >
> >Dear Wolfgang and colleagues,
> >
> >A query as my collaborators and I finalize a paper that fits a
> multi-level model
> >using the rma.mv function (with thanks to this list for advice on a post
> a few
> >months ago):
> >
> >Are there recent developments in research on sensitivity tests for this
> type of
> >nested data structure, including valid funnel plot and Egger's test
> diagnostics?
> >Our search yielded this
> >post (
> https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fstats.stackexchange.com%2Fquestions%2F155693%2Fmetafor-package-bias-and-&data=04%7C01%7CM.Assink%40uva.nl%7Cda184745be08456cd7ab08d8e7aa991b%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C1%7C637514067196553666%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=UWY968Y24XTOfC23zh7r0X31qBGLi6alkLPFL3eLLxs%3D&reserved=0
> >sensitivity-diagnostics) from 2015 that suggested the answer is "no", and
> we
> >haven't yet found any more recent information on the topic. Advice is
> welcome -
> >and if such tests are not yet available, we'd be thankful for references
> to
> >published sources that note this.
> >
> >With thanks,
> >
> >Jenny
> >
> >Dr. Jennifer Oser
> >Department of Politics & Government | Ben-Gurion University of the Negev
> >Department website | Research and teaching website
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