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Making Random Draws Is Nuts
Posted inClass Statistics

Making Random Draws Is Nuts

Let's do a little science experiment together. Go into the closet and pull out an opaque sack or bag. Anything will do, even a large sock. If you can fit…
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There Is No Prior? What’s A Bayesian To Do? Relax, There’s No Model, Either
Posted inClass Statistics

There Is No Prior? What’s A Bayesian To Do? Relax, There’s No Model, Either

I saw colleague Deborah Mayo casting, or rather trying to cast, aspersions on Bayesian philosophy by saying there is "no prior". Bayesians might not agree, but it's true. Mayo's right.…
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The Epidemiologist Fallacy Strikes Again: Premature Birth Rate Edition
Posted inStatistics

The Epidemiologist Fallacy Strikes Again: Premature Birth Rate Edition

Hypothesis testing leads to more scientific nonsense than any other practice, including fraud. Hypothesis testing, as regular readers know, cannot identify cause. It conflates decision with probability and leads to…
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Lovely Example of Statistics Gone Bad
Posted inClass Statistics

Lovely Example of Statistics Gone Bad

The graph above (biggified version here) was touted by Simon Kuestenmacher (who posts many beautiful maps). He said "This plot shows the objects that were found to be 'the most…
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Other Practical Books On Par With <em>Uncertainty</em>? Reader Question
Posted inFun Statistics

Other Practical Books On Par With Uncertainty? Reader Question

Got this email from VD. I've edited to remove any personal information and to add blog-standard style and links. I answered, and I remind all readers of the on-going claassre,…
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Manipulating the Alpha Level Cannot Cure Significance Testing
Posted inStatistics

Manipulating the Alpha Level Cannot Cure Significance Testing

Nothing can cure significance testing. Except a bullet to the p-value. (That sound you heard was from readers pretending to swoon.) The paper is out and official---and free!: "Manipulating the…
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Choose Predictive Over Parametric Every Time
Posted inClass Statistics

Choose Predictive Over Parametric Every Time

Gaze and wonder at picture which heads this article, which I lifted from John Haman's nifty R package ciTools. The numbers in the plot are made up whole cloth to…
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The Why & Frequency Of Miracles: Shapiro’s <em>The Miracle Myth</em> Reviewed — Part IV
Posted inBook review Philosophy

The Why & Frequency Of Miracles: Shapiro’s The Miracle Myth Reviewed — Part IV

Read Part I, II, III. MOTIVE That miracles have supernatural origins is true by definition (see below, in PROBABILITY). Miracles, like all events, must have causes, and cause has motive…
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  1. Johnno on Scientists Invent New Name For Models: Digital TwinsFebruary 1, 2026

    So instead of any actual fieldwork and gathering physical materials and samples, will the scientists now be using digital replicas…

  2. Robert Berger on Physics & Vertical Causation: The End of Quantum Reality by Wolfgang Smith ReviewedFebruary 1, 2026

    Thel Physics comments miss the entire metaphysical point ! (for the most part) We are now getting back to essence.…

  3. Robert Berger on Wolfgang Smith’s Vision Of Oneness — Guest Post by Ianto WattFebruary 1, 2026

    Whatever failures there are in the human writings and thought of Wolfgang Smith, he is the best mind on Physics…

  4. Paul Fischer on Class 77: Trendy Trends In Time SeriesJanuary 30, 2026

    Great lecture, William. Took a year of time series in grad school...all math, zero discussion of how fragile “trends” really…

  5. Martin on Fatima, Russia & You, Part IV — Guest Post by Ianto WattJanuary 30, 2026

    Brilliant. Thank you.

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