Just to remark that the R community hs been active in developing software in this area. The CRAN Task View has almost twenty packages claiming to address the problem under various names.
https://cran.r-project.org/view=MetaAnalysis
Whether the methods work has also been the topic of discussion on the 
mailing list dedicated to meta-analysis and interested readers may want 
to search its archives
https://stat.ethz.ch/pipermail/r-sig-meta-analysis/

Michael


On 25/07/2024 23:40, Robert Baer wrote:
Chapter 9 might be of interest:

https://bookdown.org/MathiasHarrer/Doing_Meta_Analysis_in_R/

And specifically, for funnel plots in R:
https://wviechtb.github.io/metafor/reference/funnel.html

Best,
Rob

On 7/25/2024 6:40 AM, Richard O'Keefe wrote:
I know you didn't want to stimulate discussion, but the problem is not
confined to publication.  "Adverse reaction to medication" monitoring
programs are plagued by a similarly massive under-reporting problem:
adverse reactions are seldom reported unless they are particularly bad
or surprising.  (The Ministry of Health in my country estimates 90% of
cases are never reported.)  Remembering to check for possible bias
from unreported cases is a human problem for analysts.  Which, if any,
R packages have proven useful to detecting the existence of a
systematic under-reporting problem might well be an appropriate topic
for this list.

On Thu, 25 Jul 2024 at 02:44, Bert Gunter <bgunter.4...@gmail.com> wrote:
Again, this is off topic, not about statistics or R, but I think of
interest to many on this list. The title is:

"So you got a null result. Will anyone publish it?"

https://www.nature.com/articles/d41586-024-02383-9

Best to all,
Bert

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--
Michael

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