Re:Stanford president resigns over manipulated research, wil...
by jvans on Wednesday July 19, 2023 @09:31PM
(#36795862)
It doesn't have to be outright fraud. I imagine the vast majority of manipulations are extremely subtle. Intentional selection bias, multi hypothesis testing without correction or reporting the failed hypotheses(p hacking). Most of these would improve your chances of finding important results significantly and be almost impossible to detect
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Re:Stanford president resigns over manipulated research, wil...
by EvgeniyZh on Wednesday July 19, 2023 @09:59PM
(#36796047)
For the first argument I can't really speak beyond my field (physics, or specifically condensed matter physics), where I think it's fairly hard to be subtle. Often it's partial data presentation which allows for inverse Occam razor [1] (proposing fancy explaination instead of a simple one), which is why full data publication requirement are important (and seem to happen more).
In smaller sub (sub)fields sometimes fraud becomes large enough to self-sustain, like it happened with Majoranas [2,3] but even that kind of self-corrected. [1] https://arxiv.org/abs/2204.08284 [2] https://twitter.com/spinespresso/status/1503352928656138241 [3] https://espressospin.org/2022/11/17/the-fallen-angel-particl...
Re:Stanford president resigns over manipulated research, wil...
by mcpackieh on Thursday July 20, 2023 @02:14AM
(#36797384)
> without reporting the failed hypotheses(p hacking).
This one is so subtle, it's probable that many of the people doing it don't even realize they're doing something wrong.
Re:Stanford president resigns over manipulated research, wil...
by jbreckmckye on Thursday July 20, 2023 @07:53AM
(#36799228)
That's the plausible deniability - how do you distinguish between deliberate p-hacking and just incompetence? Or even a plain mistake?