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Re:Is Dark Mode Such a Good Idea? by dekhn on Friday June 12, 2020 @12:01PM (#23500542)
I think you have multiple misunderstandings about how science provides valuable results. The first thing I want to say is that I don't devalue your personal experience.

I am unaware of any fighter jet seat problem. If you use the average, you're actually pretty likely (depending on the shape of the distribution, which in the case of phenotypes like body size, are normally distributed when broken down by gender) to find the size that accomodates the most people (you could also consider using the median, or the most populated class, or add a few adjustable parts).

Science hasn't reached the point where it can create truly personalized models that account for your genetics, personal feelings, and other details about your setup. It would be nice if we had that kind of ability, but the data isn't there (either the quality or quantity of the data). however, it's generally understood that these sorts of studies provide useful evidence for people who are making policy for large numbers of people.

Also, what you did at home wasn't an experiment (did you use positive and negative controls and blinding), it was just a measurement of your personal preferences. Again, not trying to deny your personal experience, but a good scientific study does trump your actual experience, when applied to the population at large.

Re:Is Dark Mode Such a Good Idea? by HappySweeney on Friday June 12, 2020 @12:10PM (#23500637)
The fighter-jet seat problem is pretty famous.

https://www.thestar.com/news/insight/2016/01/16/when-us-air-...

Re:Is Dark Mode Such a Good Idea? by dekhn on Friday June 12, 2020 @12:21PM (#23500750)
The article you cited is an interesting just-so explanation but it's mostly narrative, not really correct. It's based on this book https://www.harpercollins.ca/9780062358363/the-end-of-averag... which espouses some rather non-quantitative concepts (it seems like the author had a hobbyhorse and they rode it as far as they could).

I don't know that it's "pretty famous", as I find only a few references to it (the book I mentioned, the article you mentioned, and a few other references).

I worked in biology for a long time and work with ML datasets that make money based on statistical analysis of people properties and the idea that "no one is average" is technically correct and also completely missing the point of scientific analysis (I definitely acknowledge that science doesn't do a good job with personalization).

Re:Is Dark Mode Such a Good Idea? by loktarogar on Friday June 12, 2020 @01:08PM (#23501330)
> I don't know that it's "pretty famous"

I'm sorry you haven't heard of it but it's fairly well known.

Here's it on QI: https://www.youtube.com/watch?v=Ch9UuMFwzCE

Re:Is Dark Mode Such a Good Idea? by azinman2 on Friday June 12, 2020 @01:24PM (#23501512)
It’s shown up on HN before at minimum.
Re:Is Dark Mode Such a Good Idea? by Zancarius on Friday June 12, 2020 @03:11PM (#23502557)
My father was an instrumentation engineer for the DoD and much of what he worked on during his time at the high speed test track out at WSMR did involve ejection seat testing.

They had an assortment of very expensive mannequins rigged up with a multitude of sensors to determine strain or torsional effects that were used to determine whether the ejection was "survivable." I believe the certification process included the smallest possible dummy that could survive the seat ejection, and the largest that would fit.

Too small and the seat couldn't be rigged with enough ballast to prevent the acceleration of the ejection motor from crushing the pilot's spine. Too large and the seat wouldn't clear the tail or other aircraft structures. If I understand it correctly, the seats are configured to the pilot for this reason.

It's absolutely true that designing around averages is not how ejection seats are constructed or, for that matter, tested.

Re:Is Dark Mode Such a Good Idea? by marcus_holmes on Friday June 12, 2020 @07:24PM (#23504942)
I strongly urge you to become familiar with the fighter-jet-seat problem if you're working with humans and applying averages.

"no-one is average" is more than technically correct. If your scientific analysis is missing this key point about humans, then it's basically worthless because it doesn't apply to real humans. This is what the US Air Force found: you have to personalise. You can never apply a generic result to an individual and have a good outcome.

Re:Is Dark Mode Such a Good Idea? by mewpmewp2 on Friday June 12, 2020 @12:53PM (#23501136)
I don't think he is misunderstanding anything.

Using the average sometimes works, some times doesn't. Number of arms an average person has is less than 2.

Definitely check out the fighter jet seat problem.

Re:Is Dark Mode Such a Good Idea? by philipov on Friday June 12, 2020 @02:09PM (#23501965)
Mean is not a robust statistic, so that's why it's often better to use Median instead.
Re:Is Dark Mode Such a Good Idea? by dekhn on Friday June 12, 2020 @01:04PM (#23501284)
I did. Not impressed.
Re:Is Dark Mode Such a Good Idea? by mewpmewp2 on Friday June 12, 2020 @01:11PM (#23501364)
If 60% people perform better with light theme and 40% dark theme, average is going to be that light theme is superior. This doesn't make dark mode a bad idea.
Re:Is Dark Mode Such a Good Idea? by acrefoot on Friday June 12, 2020 @01:51PM (#23501781)
This is going to appear nitpicky, but the average preference is some average gray, neither dark nor light. The mode is light. That relates back to the fighter jet thing: if you’re going to build a non-adjustable cockpit, build one that fits (within some tolerance) the most number of pilots, not the average on every dimension.
Re:Is Dark Mode Such a Good Idea? by marcus_holmes on Friday June 12, 2020 @07:26PM (#23504957)
or, better, don't build a non-adjustable cockpit
Re:Is Dark Mode Such a Good Idea? by dekhn on Friday June 12, 2020 @01:52PM (#23501798)
IE, argmax, not mean
Re:Is Dark Mode Such a Good Idea? by dekhn on Friday June 12, 2020 @01:50PM (#23501774)
All you're saying is that means aren't informative if distributions are bimodal. Which is both totally true and completely missing the point.