TheRedArchive

~ archived since 2018 ~

  • Subreddits

      Popular

    • /r/askTRP
    • /r/TheRedPill
    • /r/MarriedRedPill
    • /r/MensRights
    • /r/MGTOW
    • /r/PurplePillDebate
    • /r/WhereAreAllTheGoodMen
    • Other

    • /r/AllPillDebate
    • /r/AlreadyRed
    • /r/altTRP
    • /r/AntiFeminists
    • /r/askFDS
    • /r/askMRP
    • /r/askRPC
    • /r/becomeaman
    • /r/BlackPillScience
    • /r/Chadfish
    • /r/Divorce_Men
    • /r/EverydayMisandry
    • /r/ExRedPill
    • /r/FemaleDatingStrategy
    • /r/FeminismStopsWhen
    • /r/GEOTRP
    • /r/LeftWingMaleAdvocates
    • /r/MalePsychology
    • /r/Male_Studies
    • /r/MenSupportMen
    • /r/MGTOW2
    • /r/MuslimRedPill
    • /r/newTRP
    • /r/PussyPass
    • /r/PussyPassDenied
    • /r/RedPillBooks
    • /r/RedPillParenting
    • /r/RedPillWives
    • /r/RedPillWomen
    • /r/RedPillWorkplace
    • /r/RPChristians
    • /r/seduction
    • /r/ThankTRP
    • /r/TheRedPillStories
    • /r/trpGAME
    • /r/TRPOffTopic
    • /r/TrueBlackPillMGTOW
    • /r/WhereAllTheGoodMenAre
  • Blogs

      Popular

    • Dalrock
    • Heartiste
    • Illimitable Men
    • Return of Kings
    • Rian Stone
    • The Rational Male
    • Woujo
    • Other

    • Artful Prudence
    • A Voice for Men
    • Alpha Game
    • Black Label Logic
    • Caleb Jones
    • Captain Capitalism
    • Corporate Machiavelli
    • Days of Game
    • Deep Strength
    • Dicipres
    • Donal Graeme
    • Female Misogynist
    • Free Northerner
    • Gaming My Wife
    • Good Looking Loser
    • Hawaiian Libertarian
    • In Mala Fide
    • KillToParty
    • Kill Your Inner Loser
    • Krauser PUA
    • LaidNYC
    • Married Man Sex Life
    • NO MA'AM
    • Omega Virgin Revolt
    • Pook's Mill
    • Random Xpat Rantings
    • Red Pill Theory
    • Red Pill Wifery
    • RedPillDad
    • RedPillDoctor
    • Seasons of Tumult and Discord
    • Sigma Frame
    • The Feminine Woman
    • The Futurist
    • The Masculine Principle
    • The Modern Man
    • The New Modern Man
    • The Obsidian Files
    • The Power Moves
    • The Private Man
    • The Red Pill Room
    • The Red Quest
    • The Rules Revisited
    • The Spearhead
    • Troy Francis
    • Wintery Knight
    • Young Man Red Pill
  • Books
  • Dictionary
  • @TRParchive
  • Please help TheRedArchive stay alive

Just a short reminder to be wary of statistics. One statistical "error" which is ignored ever so often (by both sides) is the Simpson's Paradox.

Quauhtemoc

May 27, 2015
111 upvotes
/r/MensRights
https://en.wikipedia.org/wiki/Simpson%27s_paradox#Berkeley_gender_bias_case
Download the post

Want to save the post for offline use on your device? Choose one of the download options below:

PDF TXT EPUB
Share
Share Tweet Reddit Email
Post Information
Title Just a short reminder to be wary of statistics. One statistical "error" which is ignored ever so often (by both sides) is the Simpson's Paradox.
Author

Quauhtemoc

Upvotes 111
Comments 34
Date May 27, 2015 8:21 AM UTC
(11 years ago)
Subreddit Posted in /r/MensRights
Original Link https://old.reddit.com/r/MensRights/comments/37fq9j/just_a_short_reminder_to_be_wary_of_statistics/
Archive Link https://theredarchive.com/r/MensRights/just-a-short-reminder-to-be-wary-of-statistics-one.979214
https://theredarchive.com/post/979214
Top posts by Quauhtemoc

Austria's boys suffer most from bullying in schools, OECD study finds. Minister of Education remains silent.

17 upvotes
March 27, 2015
/r/MensRights

Comments

[–]sillymod 7 points8 points9 points 11 years ago (8 children) | Copy Link

Same kind of faulty reasoning behind the pay gap.

But, for some reason with the pay gap controversy, they argue that in a society with "fair and equal opportunity", then equal numbers of men and women will go into equal paying jobs and the pay gap will disappear.

[–]Wargame4life 8 points9 points10 points 11 years ago (1 child) | Copy Link

which is easily refuted by pointing out the audience by gender divide between sex in the city the movie and die hard 4, there is no barrier in seeing either film, but genders gravitate toward certain tastes and differences in interests, only a fool would think this does not apply to careers.

[–]chocoboat 2 points3 points4 points 11 years ago (0 children) | Copy Link

I like that example.

[–]AloysiusC 0 points1 point2 points 11 years ago (5 children) | Copy Link

Yes. I still see exactly this argued by advocates (only recently I had the displeasure of a women's rep telling me just that). The problem lies in the presumption that men and women are equal (or at least psychologically). As if one could separate physiology from psychology. Alone the different hormone levels will inevitably cause differences in behavior and decision making. So, everything being equal, must result in unequal outcome.

[–]sillymod 0 points1 point2 points 11 years ago (4 children) | Copy Link

I think your wording complicates the problem. By saying "men and women are equal (at least psychologically)", you can induce an emotional response from people who are adamant that they are equal. The problem is in the use of the word "equal". Men and women are equally human beings, deserve equal human rights as a result, and have equal potential.

However, due to biology and/or socialization, they make different choices that result in macroscopic differences between trends in the genders that are not present on the microscopic (individual) scales. A single woman going into psychology is not evidence of any differences in genders, nor is a single man going into engineering. But when 70% of psychology students are women, and when 80% of engineers are men, there becomes an issue.

Feminism treats rights at a macroscopic level, clearly ignorant that rights are individual based, and macroscopic trends cannot properly test if the genders are being treated equally.

[–]AloysiusC 1 point2 points3 points 11 years ago (3 children) | Copy Link

You bring up a point I often mention too and which is not nearly paid enough attention to: namely that trends across the entire population do not say much (if anything) about individuals. And the tendency (especially among feminists) is to take statements about demographics personally. Saying something like "women are averagely a few IQ points below men" (just a hypothetical), tends to cause a lot of upset even though it's completely meaningless for an individual woman or man. We must all learn to distance our ego from discussions about demographics.

Men and women are equally human beings

This is largely undisputed (even though feminists accuse men of viewing women as less).

deserve equal human rights as a result

that's how it should be at least. And, despite the previous point, it's not how things actually are.

and have equal potential.

potential for what? Some of the differences make some things impossible for one sex and other things effectively impossible and yet other things much much harder. I don't think we can universally say they the sexes have equal potential.

[–]sillymod 0 points1 point2 points 11 years ago (2 children) | Copy Link

Yeah, that was a nebulous statement. I meant intellectually. A woman can be just as good at math as a man, for example, or just as good of a manager/scientist/doctor/etc. There are/may be different probabilities of such things, but that doesn't mean that it isn't possible for a woman/man to be just as good at some intellectual or skill based task as the opposite gender.

[–]AloysiusC 0 points1 point2 points 11 years ago (1 child) | Copy Link

Yes. And even if the bell curve in the IQ distribution is true and even if the IQ is a reliable measure, that still doesn't say anything about an individual. Assuming all that is true, it's still possible for the single most intelligent human of all times to be a woman. So I can't stress enough that people must learn to not take such things personally.

[–]sillymod 0 points1 point2 points 11 years ago (0 children) | Copy Link

Right. I think we are in agreement here.

[–]Ted8367 7 points8 points9 points 11 years ago (7 children) | Copy Link

Simpson's paradox disappears when causal relations are brought into consideration.

So you need a good causal model. That is why experts in a subject area exist.

[–]Quauhtemoc 8 points9 points10 points 11 years ago (6 children) | Copy Link

Indeed. One of the first things I learned at Uni:

  • Before measuring something, make sure you know what you want to measure;

  • When measuring something, make sure you know precisely what it is you're measuring;

Very often even experts - especially in the social sciences - don't know what it is they're measuring.

To be clear: I'm not looking down on social sciences, quite the contrary. Compared to the natural sciences it's just way harder to control for all/most variables, which makes it inherently difficult to not only identify what exactly it is you're measuring, but also if you have done so properly, to identify the factors that influenced your measured variable.

[–]Ted8367 1 point2 points3 points 11 years ago (1 child) | Copy Link

Not only that, but the data the social sciences work with tends to be very noisy.

[–]xNOM 2 points3 points4 points 11 years ago (0 children) | Copy Link

Random noise is not the problem. It's systematic error and lack of a believable statistical model that are usually the problems.

[–]ralphswanson 1 point2 points3 points 11 years ago* (1 child) | Copy Link

The problem is that feminists start with the conclusion that women deserve more privileges, then look for evidence, and design research, to support that conclusion.

[–]AloysiusC 1 point2 points3 points 11 years ago (0 children) | Copy Link

More the other way round. They start with the conclusion that women have less privileges. Then use that to justify sexism against men. It works like a charm, so long as enough idiots believe the initial presumption. Apparently humanity likes believing that.

[–]AloysiusC 0 points1 point2 points 11 years ago (0 children) | Copy Link

Better still, have the actual measuring/data gathering done by someone who doesn't know what you're looking for. Scientists (especially the social ones) tend to find what they're looking for, whether it exists or not.

[–]xNOM 2 points3 points4 points 11 years ago (3 children) | Copy Link

Lol, normal sjw stupidity... This is why taking down feminism in an argument is like shooting fish in a barrel. It's not a competition between visions of the future or morality even. It rarely ever gets to that level. It's just reality vs. stupidity. The most effective thing you can do as an MRA is learn some basic statistics. It's all you really need.

[–]Az-ariel 3 points4 points5 points 11 years ago (2 children) | Copy Link

Feminists are immune to statistics and reality

[–]xNOM 2 points3 points4 points 11 years ago (0 children) | Copy Link

Which is why you only argue with them if other people are listening.

[–]UtahStateAgnostics 0 points1 point2 points 11 years ago (0 children) | Copy Link

They reject reality and substitute their own ( with apologies to Adam Savage)

[–]DavidByron2 2 points3 points4 points 11 years ago (0 children) | Copy Link

Yeah that's a great one but it only rarely comes up. No, usually the feminists lie with statistics in much more obvious ways. And in fact Simpsons isn't lying at all and you can't really manipulate the data into being Simpsons (without fabricating it entirely).

[–]ralphswanson 2 points3 points4 points 11 years ago (0 children) | Copy Link

This is why feminists are so adamant that men and women are the same (except that women are better). Women differ from men. They make different life choices based on different values and preferences, and the greater freedom that society gives women. Here, women choose careers based on interest and self-fulfillment rather than market forces, and so meet greater competition. Feminists want people to ignore these differences so they can claim different outcomes prove misogyny (but never misandry).

[–]PeteyMax 1 point2 points3 points 11 years ago (0 children) | Copy Link

A more obvious and common occurrence of this paradox is in parliamentary democracies such as Canada or the U.K. when one party gets the majority of the popular vote yet nonetheless has a minority of seats in parliament. This is because of the way the votes are distributed: the winning party, despite losing the popular vote, has many ridings that win, but only marginally whereas the party winning the popular vote has very large majorities but in only a few ridings.

The same thing can happen with the "electoral colleges" in the U.S.: a candidate can lose despite having a clear majority in the popular vote.

[–]Whisper 1 point2 points3 points 11 years ago (1 child) | Copy Link

Simpson's Paradox actually isn't a paradox at all.

It's just pointing out the fallacy of division.

The logical error here is that "Berkeley" as a whole does not have an admissions rate. Instead it is a bunch of departments, each with their own admissions rates.

When you aggregate a bunch of things that have nothing to do with each other together into a made-up thing that doesn't exist, and then attribute qualities to that made-up thing, anything is possible.

[–]autowikibot 1 point2 points3 points 11 years ago (0 children) | Copy Link

Fallacy of division:


A fallacy of division occurs when one reasons logically that something true for the whole must also be true of all or some of its parts.

An example:

  • A Boeing 747 can fly unaided across the ocean.

  • A Boeing 747 has jet engines.

  • Therefore, one of its jet engines can fly unaided across the ocean.

The converse of this fallacy is called fallacy of composition, which arises when one fallaciously attributes a property of some part of a thing to the thing as a whole. Both fallacies were addressed by Aristotle in Sophistical Refutations.

In the philosophy of the ancient Greek Anaxagoras, as claimed by the Roman atomist Lucretius, it was assumed that the atoms constituting a substance must themselves have the salient observed properties of that substance: so atoms of water would be wet, atoms of iron would be hard, atoms of wool would be soft, etc. This doctrine is called homoeomeria, and it depends on the fallacy of division.

If a system as a whole has some property that none of its constituents has (or perhaps, it has it but not as a result of some constituent having that property), this is sometimes called an emergent property of the system.


Interesting: Fallacies of illicit transference | Category mistake | Fallacy of composition | Ecological fallacy

Parent commenter can toggle NSFW or delete. Will also delete on comment score of -1 or less. | FAQs | Mods | Magic Words

[–][deleted] 0 points1 point2 points 11 years ago* (2 children) | Copy Link

Here's an explanation from a Stats 101 course in a MOOC where the instructor reverses the storytelling, starting with the disaggregated numbers showing each department favoring women, and then - aha! - unveiling the aggregate figures that show women on the whole to be disadvantaged. Lies, damned lies, etc.

[–]GenderNeutralLanguag 1 point2 points3 points 11 years ago (1 child) | Copy Link

That is part of Udacity's course. While a great course, something every one should do, it doesn't allow for just watching the video. Do you have a youtube version?

[–][deleted] 0 points1 point2 points 11 years ago (0 children) | Copy Link

Yeah, they break the video up into 30 second snippets with questions in between to make sure you're paying attention. The relevant clip can be watched here within a YouTube playlist.

[–]rg57 0 points1 point2 points 11 years ago (0 children) | Copy Link

This is on Wikipedia? Look for there to suddenly be a new "best-known real-life example" soon.

[–]AloysiusC 0 points1 point2 points 11 years ago (0 children) | Copy Link

Many statisticians believe that the mainstream public should be informed of the counter-intuitive results in statistics such as Simpson's paradox

That and a great many other things. But good luck getting it into a school curriculum. Wouldn't want people to see through the crap that the bureaucrats are relying on.

[–]thisisnotatoaster 0 points1 point2 points 11 years ago (0 children) | Copy Link

My personal favorite is anscombes quartet: Anscombe's Quartet

[–]dontpet 0 points1 point2 points 11 years ago (2 children) | Copy Link

Interring. One example is about an instance where women were thought be biased against in stem fields but turned out it was the opposite. I don't know why there is a name for this though as it seems more like the issue of statistics being complicated.

[–]Quauhtemoc 2 points3 points4 points 11 years ago (0 children) | Copy Link

I mean, that's the point of science though, isn't it? Would you say:

The way planets move in an elliptical trajectory around the sun? Well that's not so much about Kepler's Law than about celestial mechanics just being complicated!

I don't think so!

[–]ARedthorn 2 points3 points4 points 11 years ago (0 children) | Copy Link

There's a name for it because it's useful to be able to discuss this particular quirk of statistics as opposed to any other.

For example, if a study provides surprising results, the statistician can say: "geez. What happened? We already checked for selection bias... Sample size is good... What's up? Oh- Simpson's!"

As opposed to: "geez. What happened? Oh well, I guess statistics is complicated."

Being familiar with the various kinds of statistical error or bias can be immensely helpful in... You know... Identifying when one or another tears up, and correcting for them. Keeping ourselves honest, for reals.

Browse all authors
You can kill a man, but you can't kill an idea.

© TheRedArchive 2026. All rights reserved.
created by /u/dream-hunter