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Tag Archives: explanation

Lars P. Syll — In search of causality

Causality is one of the fundamental problems in philosophy, covering epistemology, philosophy of language, semiotics, and philosophy of science. Since causality is the basis of explanation, it applies to all aspects of understanding and theorizing, as Aristotle pointed out in his Metaphysics millennia ago. Yet, there is still no complete understanding of causality that would end controversy.There many interrogatives — who, what, when, where, how and why, for example. Description involves...

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Lars P. Syll — The main reason why almost all econometric models are wrong

Since econometrics doesn’t content itself with only making optimal predictions, but also aspires to explain things in terms of causes and effects, econometricians need loads of assumptions — most important of these are additivity and linearity. Important, simply because if they are not true, your model is invalid and descriptively incorrect. And when the model is wrong — well, then it’s wrong.... Simplifying assumptions versus oversimplification.Lars P. Syll’s BlogThe main reason why almost...

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Brian Romanchuk — Forecastability And Economic Modelling

When most people think about macroeconomics, what they want is the ability to forecast economic outcomes. However, economists' (of all stripes) reputation as forecasters is not particularly high. My view is that this is not too surprising: what we want forecasters to accomplish is probably impossible. (I am hardly the first person to note this, as variants of this idea go back at least to Keynes; I could not hope to offer a history of this idea.) However, I think if we want to approach...

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Noah Smith — “Theory vs. Data” in statistics too

Important. I think Noah has this right. Fit the tool to the job, rather than the job to the tool. Aristotle defined speculative knowledge in terms of causal explanation. This definition stuck although Aristotle's analysis of causality did not. In the Posterior Analytics, Aristotle places the following crucial condition on proper knowledge: we think we have knowledge of a thing only when we have grasped its cause (APost. 71 b 9–11. Cf. APost. 94 a 20). That proper knowledge is knowledge...

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