"bulk of human knowledge is
…causal, not probabilistic"
grammar of stats is insufficient
Judea Pearl
ht @Plinz
"Cognition…also just another way of doing stats"https://twitter.com/TTIVanguard/status/1006524568457170945 …
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Causality is a mode of modeling a domain as separate, interacting systems, each characterized by its own transition function. I think of causal models as a class of statistical models.
as you know…for Pearl…causal models ≠ stats models…1 useful take…where causal structure known…we use it to trumps stats…
cc @GaryMarcus
If a model gives better predictions than a statistical model, it is a better statistical model.
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