Lars P. Syll’s Blog
The DSGE quarrel
Lars P. Syll | Professor, Malmo University
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Economic history — a victim of economics imperialism
An economics, investment, trading and policy blog with a focus on Modern Monetary Theory (MMT). We seek the truth, avoid the mainstream and are virulently anti-neoliberalism.
Here's a quote that would make Lars Syll retch:Because DSGE models start from microeconomic principles of constrained decision-making, rather than relying on historical correlations, they are more difficult to solve and analyze. However, because they are also based on the preferences of economic agents, DSGE models offer a natural benchmark for evaluating the effects of policy change.- MathWorks: Modeling the United States Economy"... based on the preferences of economic agents, DSGE models offer a natural benchmark for evaluating the effects of policy change.
I think this is one of Syll's pet peeves! DSGE models are not "based on the preferences of" actual economic agents, but on simplified agents arising from "deductivist" assumptions....The is a good illustration of "mindless math" aka GIGO. Mindless math presumes (hidden assumption) that quantification somehow guarantees outcomes regardless of conceptual logic that underlies the numbers.
There is a big theme running through this discussion so far -- that of empirical success. Falsifiability means that empirical success is not trivial. Simplicity depends on your measurements. But you also want your theory to produce the results you actually see! As they say, nothing succeeds like success. This set of heuristics gives us what theory should look like:
Much more in this short post, and I suggest reading it if you are interested in scientific modeling. Jason Smith is knowledgeable about modeling in both physics and economics, math and mathematical modeling, and philosophy of science. This is a non-wonkish post about fundamental issues in economic modeling.
- Falsifiability. There should exist observations that your theory doesn't allow.
- Simplicity. Your theory should not be too complex to be falsifiable.
- Success. Your theory should not be falsified!
Orthodox-heterodox economic squabbling has once again erupted on the internet. As always, the mainstream argument is that their methodologies are superior because they are based on mathematical models. My main area of interest is the quantitative end of economics, so I do not pay too much attention to some of the purely literary approaches to economics. But even so, I believe that mathematical and statistical methods are being applied incorrectly by mainstream economists, and so whatever modelling advantage they have is largely illusionary. I illustrate this with a few examples, including an explanation why I believe the mainstream debate about the "natural rate" of interest is largely meaningless.…Nice brief summary, not wonkish.
Oh, this is going to be fun!Grasping Reality
I can’t but agree, Tom. Neoclassical economics has been tremendously successful in usurping words like “rational” and “effective”, loaded them with very special meanings and relying on people not wanting to be considered as “irrational” or “inefifcient” thinking the economics-meaning of the terms are he same as the common sense meaning. Amartya Sen has done a tremendous job on this.Yes, a further criticism is that the economics debate in general presupposes capitalism and the assumptions of capitalism about what is "natural." This is taken as self-evident, other than in Marxism, Marxian economics, PROUT, and other non-capitalistic or post-capitalistic schools.