James E. Pustejovsky
jepusto.bsky.social
James E. Pustejovsky
@jepusto.bsky.social
Statistician interested in meta-analysis, data science, R, special education. Associate Professor at UW Madison. Also @jepusto@fediscience.org
https://jepusto.com
If this is happening with other pre-prints, it is also effectively unmasking the authors on papers that might be under review with a double-blind process.

(This particular journal does single-blind review so it was inconsequential for me, but seems like it could well be a concern for others.)
October 30, 2025 at 8:08 PM
It seems that Web of Science picked up that a pre-print of the paper appeared on OSF. Last I checked, that's not the same thing as being published in a journal.

Web of Science is sending me hallucinatory emails. Presumably there's some AI involved?
October 30, 2025 at 2:06 PM
Thank you!
October 2, 2025 at 7:58 PM
Without maintaining the constant shift assumption, I understand MW’s U as a test of stochastic dominance, which is something that some statisticians get into on the weekends with other consenting statisticians.
a woman in a catsuit says thank you
ALT: a woman in a catsuit says thank you
media.tenor.com
September 25, 2025 at 12:43 AM
As far as I understand, inference for the median requires assuming a constant shift in the distribution (e.g., a unit-constant treatment effect), in which case you can also interpret MW’s U as a test of mean differences, or differences in 3rd quartiles, or 42nd percentiles.
September 25, 2025 at 12:36 AM
Mann-Whitney U is not a test of medians.
patrick star from spongebob squarepants is standing in front of a building and says fite me
ALT: patrick star from spongebob squarepants is standing in front of a building and says fite me
media.tenor.com
September 24, 2025 at 11:03 PM
And @jrzhang.bsky.social and I have been thinking about PPCs for evaluating meta-analytic models, especially around choices of effect metric.
August 21, 2025 at 2:14 AM
For sure this is one direction I have in mind. @paulinagrekov.bsky.social and I have been writing about PPCs as a bridge for helping applied researchers (w/o much statistical training, from Special Education) interpret and evaluate Bayesian GLMMs. jepusto.com/publications...
A gentle introduction to Bayesian posterior predictive checking for single-case researchers – James E. Pustejovsky
Education Statistics and Meta-Analysis
jepusto.com
August 21, 2025 at 2:13 AM
For sure. Psychometricians will talk about predictive validity (or predictive validation evidence) but that does quite capture the vibe of what I mean.
August 21, 2025 at 1:09 AM
I’m not familiar. Will look it up!
August 21, 2025 at 1:07 AM
(As oppose to using a model merely as a conventional summary of a dataset, or worse, a traditional incantation one recites over one’s data before offering it up for publication.)
August 21, 2025 at 12:42 AM
I've been playing with it too, with pretty good results, but I'm still struggling with latex table layout and placement. Have you had success using it with flextable or any other tools for programmatically generating tex tables?
August 12, 2025 at 10:00 PM
It’s not a surprise. I’d say methodology folks were well aware that p-curve had problems since McShane, Bockenholt, & Hansen 2016 doi.org/10.1177/1745.... The contribution of the new paper is to build up theory for *why* and what specific features of the method create problems.
Adjusting for Publication Bias in Meta-Analysis - Blakeley B. McShane, Ulf Böckenholt, Karsten T. Hansen, 2016
We review and evaluate selection methods, a prominent class of techniques first proposed by Hedges (1984) that assess and adjust for publication bias in meta-an...
doi.org
August 9, 2025 at 1:06 PM