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Posted inPhilosophy Statistics

What Is A True Model? What Makes A Good One?: Part IV

In Part I we had the simplest kind of model. We complicated it in Part II, built more structure in Part III, and today finally come to the most used…
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Posted inPhilosophy Statistics

What Is A True Model? What Makes A Good One?: Part III

We have had two cases so far: arbitrary models for counterfactual Martians (Part I) and a deduced model for an urn holding dichotomous objects (Part II). The logic was identical…
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Posted inPhilosophy Statistics

What Is A True Model? What Makes A Good One?: Part II

The models in Part I might not have "felt right" to you. But if that is so it is because your diet of probability examples has been too narrowly constricted.…
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Posted inPhilosophy Statistics

What Is A True Model? What Makes A Good One?: Part I

The rules of logic are simple. Use whatever evidence you have, and no other, to figure the probability of a conclusion. These rules are all we need to understand what…
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Posted inPhilosophy Statistics

Model Selection and the Difficulty of Falsifying Probability Models: Part III

To clarify: to prove false means to demonstrate a valid argument with a certain conclusion. If a theory/model says an event is merely unlikely---make it as unlikely as you like,…
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Posted inPhilosophy Statistics

Model Selection and the Difficulty of Falsifying Probability Models: Part II

I hope all understand that we are not just discussing statistics and probability models: what is true here is true for all theories/models (mathematics, physics, chemistry, climate, etc.). Read Part…
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Posted inPhilosophy Statistics

Model Selection and the Difficulty of Falsifying Probability Models: Part I

These next posts are in the way of being notes to myself. Logic is the study of the relation between statements. For example, if "All green men are irascible, and…
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Posted inStatistics

What Can Volcanic Dust Models Tell Us About Cap & Trade?

Say Eyjafjallajokull three times fast. I wish I could say it once. I've heard it in so many different forms since it blew its stack that I can't be sure…
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