Re:Simulation of tsunami from dinosaur-killing asteroid that...
by buryat on Tuesday February 07, 2023 @01:39AM
(#34689520)
> some drug effects are heavy-tailed
where can i read about this? curious
Re:Simulation of tsunami from dinosaur-killing asteroid that...
by cosmojg on Tuesday February 07, 2023 @03:58PM
(#34699509)
Got any sources which discuss the heavy-tailed effects of drugs and how they're ignored by safety trials? I'd love to read more!
Re:Simulation of tsunami from dinosaur-killing asteroid that...
by nextos on Wednesday February 08, 2023 @03:46AM
(#34705704)
I don't have references with me right now, but there are quite a few reputable studies that have found effects to be log-normal.
Log-normal is a quite nasty heavy-tailed distribution as it's easy to take it for normal if you have small sample sizes.
This has tricked the safety calculations of a few trials. I don't think it's too worrying or generalized, just some area to improve.
The normal distribution is just a very particular case of the generalized CLT.
For example, some drug effects are heavy-tailed, but safety trials are often ignoring this.
[1] https://adamwierman.com/wp-content/uploads/2020/09/2013-SIGM...
[2] https://adamwierman.com/wp-content/uploads/2021/05/book-05-1...