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Posted inStatistics

Statistical Models CANNOT Show Cause, But EVERYBODY Thinks They Can. Hence the Replication CRISIS

Please pass this on to ANY researcher who uses statistics. Pretty please. With sugar on top. Like I say below, it's far far far far far past time to cease…
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Posted inBook review Statistics

‘Uncertainty: The Soul of Modeling, Probability & Statistics’ Reviewed Again

The following review appeared in the Journal of American Physicians and Surgeons (pdf). Jane Orient is the lead doc at Association of American Physicians and Surgeons, publishers of the journal.…
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Posted inStatistics

On The Severe (And Unrecognized) Limitations Of fMRI

So this 44-year-old Frenchman---let's call him Jacques---presented for a "mild left leg weakness". The leg bone being connected to the hip bone, etc., it was eventually discovered that Jacques's "skull…
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Posted inPhilosophy Statistics

Falsifiability Is Not That Useful

False is not True We spoke earlier of falsification and why I didn't think it was an especially useful criterion. My tweets about it inspired Deborah Mayo, who advocates for…
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Posted inPhilosophy Statistics

Is Most Published Research Wrong? Yep. Here’s Why

https://www.youtube.com/watch?v=42QuXLucH3Q One of my students---my heart soars like a hawk!---sent me the video linked above. I'll assume you've watched it, as my comments make reference to it. About the dismal…
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Posted inPhilosophy Statistics

The Difference Between Essential And Empirical Models

I was having a back-and-forth with a colleague on modeling types (see this post for a modeling hierarchy) and falsifiability. It's crucial we distinguish essential and empirical models, but first…
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Posted inBook review Statistics

Preface to Uncertainty: The Soul of Modeling, Probability & Statistics

The book is now at a 15% discount at Amazon (I apologize for the price). Buy today. And buy again tomorrow! This will be linked permanently on the book's official…
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Posted inStatistics

The Hierarchy Of Models: From Causal (Best) To Statistical (Worst)

There is a hierarchy of models in the sense they offer insight into the thing modeled. The order of importance is: causal, deterministic, probabilistic, statistical. Most models use mixtures of…
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