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William M. Briggs

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Observable-Based , Predictive, or Causal Statistics? Don’t Test! Don’t Estimate!
Posted inClass Statistics

Observable-Based , Predictive, or Causal Statistics? Don’t Test! Don’t Estimate!

The term predictive statistics is used to describe a focus on observables, and not on any invisible model-based parameters as is found in estimation and null hypothesis significance testing. It…
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Coronavirus Update II, Stats & Predictions
Posted inStatistics

Coronavirus Update II, Stats & Predictions

The code to do the plots yourself is here, a post which should be read for all the caveats, explanations, and so on. The original coronavirus post is here, which…
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Probability Thought Experiment With NNT: Reader Question
Posted inClass Statistics

Probability Thought Experiment With NNT: Reader Question

From reader Ernst, this interesting probability/statistics question. First, NNT = number needed to treat, which is, stealing from this site to save time, "The Number Needed to Treat (NNT) is…
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Cohort Increases In Sex With Same-Sex Partners
Posted inStatistics

Cohort Increases In Sex With Same-Sex Partners

Today's post title is stolen from a paper by the same name "Cohort Increases In Sex With Same-Sex Partners: Do Trends Vary by Gender, Race, and Class?" in Gender &…
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Experts Mystified Why Gender Dysphoria Increasing
Posted inCulture Statistics

Experts Mystified Why Gender Dysphoria Increasing

Here's the headline: Cases of gender dysphoria in Swedish teenage girls up 1,500 percent since 2008. The Swedish National Board of Health and Welfare says that the number of cases…
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Coronavirus Statistics: R Code Included! —  Updated With Hack To Adjust For New Reporting Methods
Posted inClass Statistics

Coronavirus Statistics: R Code Included! — Updated With Hack To Adjust For New Reporting Methods

Intro I thought it would be fun to turn the daily coronavirus predictions I've been making into statistics class, complete with code. There are two parts to this: (1) the…
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Over-Certainty of Polygenic Scores
Posted inStatistics

Over-Certainty of Polygenic Scores

This is really a Part I of a series of articles about the latest trend (fad?) in statistical biology, but I didn't want to label it that way, which would…
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You Can’t Predict The Unpredictable
Posted inStatistics

You Can’t Predict The Unpredictable

There is, or might even not be, some BAD THING ahead of us. I don't know what it is, and you don't know what it is, and nobody knows what…
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  1. Marbles! – William M. Briggs on Marbles!June 24, 2026

    […] I am on the road and am way behind on posts—I have a 3,500 word article on deriving Oughts…

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    For the past 48 hours, I've been considering a fundamental, structural, problem with marbles; " Marmorism". Some people will accumulate…

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    Marbles was a thing in my primary school in Cambridge, England in the sixties. I don't recall girls ever playing…

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    Somewhere, I have my brother's bag of marbles. I sometimes think I should go through them to see if there…

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    In the summer of 1960, in Fresno, California, I lost my promotional "KYNO Top-Dog Radio" boulder in a game of…

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