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How To Do Predictive Statistics: Part IX Stan — Logistic & Beta Regression
Posted inClass Statistics

How To Do Predictive Statistics: Part IX Stan — Logistic & Beta Regression

Review! We're doing logistic and beta regression this time. These aren't far apart, because the observable for both lives between 0 and 1; for logistic it is 0 or 1;…
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How To Do Predictive Statistics: Part VIII — Starting Stan
Posted inClass Statistics

How To Do Predictive Statistics: Part VIII — Starting Stan

Review! You must at least review the first lessons---all class material is on one page for ease. I'll have more words about the mysticism of simulation, but I've said it…
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How To Do Predictive Statistics: Part III New (Free) Software Regression 2
Posted inClass Statistics

How To Do Predictive Statistics: Part III New (Free) Software Regression 2

Mandatory! Read Part I, Part II. I will ignore all comments already answered in Parts I & II. Download the code: mcmc.pred.R, mcmc.pred.examples.R. If you downloaded before, download again. This…
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How To Do Predictive Statistics: Part II New (Free) Software Regression 1
Posted inClass Statistics

How To Do Predictive Statistics: Part II New (Free) Software Regression 1

Mandatory! Read Part I. I will ignore all comments already answered in Part I. Download the code: mcmc.pred.R, mcmc.pred.examples.R. Update If you downloaded before, download again. This is version 0.2!…
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How To Do Predictive Statistics: Part I New (Free) Software Introduction
Posted inClass Statistics

How To Do Predictive Statistics: Part I New (Free) Software Introduction

Introduction Here's what we always want, but never get, using the old ways of doing statistics: The probability that some proposition Y is true given certain assumptions. Like this:     …
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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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  1. Brian (bulaoren) on Class 98: Limitations of Genetic Associations With PersonalityOctober 22, 2026

    Across the world, many jurisdictions ban pet "pit bulls". Are they in error?

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    The mathematician Richard Guy wrote a paper "The strong law of small numbers", where he said, facetiously, but also serirously:…

  3. aGrimm on Book UpdateOctober 16, 2026

    I'm looking forward to the book; warts and all the first was enlightening and fun to read.

  4. John Pate on Book UpdateOctober 14, 2026

    I'm a big fan of LaTeX. I wrote a class package that made it into one or more of the…

  5. Ursula on Book UpdateOctober 14, 2026

    i have your first edition which I read, pencil in hand foor the typos. Loved it anyway! Will be buying…

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