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Coronavirus Update III: Secondary Peak and Freak——ing Out
Posted inClass Statistics

Coronavirus Update III: Secondary Peak and Freak——ing Out

All the good stuff, caveats, and explanations in linked in Update II, so go there first if you haven't seen it yet. Signs & Symptoms Skip to the next section…
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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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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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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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The Predictive Way Is The Only Way In Statistics: Sick Cow Edition
Posted inClass Statistics

The Predictive Way Is The Only Way In Statistics: Sick Cow Edition

What is the purpose of modeling? There can be only two. The first is to say what happened, to explain. But in order to do this one must first assume…
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When Does A Small Probability Mean Impossibility?
Posted inClass Statistics

When Does A Small Probability Mean Impossibility?

Question from reader Richard Stevens: A professional scientist, holding an MS in one of the hard sciences, addressed the argument that the probability of creating a protein or an enzyme…
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Control Groups With No Cancers In Hormesis Data Sets
Posted inClass Statistics

Control Groups With No Cancers In Hormesis Data Sets

A well known paper by Duport et al. on radiation hormesis makes a statement about control groups which is not quite right. The paper is "Database of Radiogenic Cancer in…
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Why The Bootstrap Seems To Work—And Why It Produces Over-Certainty
Posted inClass Statistics

Why The Bootstrap Seems To Work—And Why It Produces Over-Certainty

Let's drag the statistician's hoary threadbare ball-filled bag out of the cupboard to make a point. In it are 3 white balls and 2 black. Using the statistical syllogism, we…
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  1. MikeW on Climate Change Increases Risk of Even Slower World Cup Games!June 13, 2026

    Due to the threat of Climate Change of Doom, the soccer industry has been forced to insert a 3-minute "hydration…

  2. John M on Climate Change Increases Risk of Even Slower World Cup Games!June 11, 2026

    The picture on the video link shows how boring the game is. There are so many people yawning and a…

  3. _Jim on How Experts Use “Calamities” to Find Official Victims & Gain PowerJune 11, 2026

    re: "How Experts Use “Calamities” to Find Official Victims & Gain Power" Having skimmed the above post, I realize my…

  4. _Jim on How High an IQ Must A Person Have To Be Executed?June 11, 2026

    re: "The only question is capacity to recognize guilt. If the perpetrator was allowed to vote in national elections, the…

  5. _Jim on The Ultimate IQ Test: Guessing the Author’s Mind and Escaping the Infinity of AnswersJune 10, 2026

    One gains a better understanding of the underpinnings of the grist (the extensions to the 'maths') behind QM (Quantum Mechanics)…

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