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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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Posted inPhilosophy Statistics

Uncertainty (#1 New Release in Statistics) Book Page — Here Are The Details. Update!

This isn't the book page. This is. Or you can buy it here. The page is permanently located at the menu bar at the top of the page, at the…
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Posted inStatistics

Cluster Failure: Biggest ‘I Told You So’ Yet. fMRI Stinks

As reader Nate Winchester surmised, today, the biggest I Told You So Yet. Headline: "MRI software bugs could upend years of research: This is what your brain looks like on…
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