Pure game theory — an irrelevant tautology

31 Oct, 2017 at 18:13 | Posted in Economics | 13 Comments

Applied game theory is a theory of real-world facts, where we use game theoretical definitions, axioms, theorems and (try to) test if real-world phenomena ‘satisfy’ the axioms and the inferences made from them. When confronted with the real world we can (hopefully) judge if game theory really tells us if things are as postulated by theory.

like-all-of-mathematics-game-theory-is-a-tautology-whose-conclusions-are-true-because-they-are-quote-1But there is also an influential group of game theoreticians that think that game theory is nothing but pure theory, an axiomatic-mathematical scientific theory that presents a set of axioms that people have to ‘satisfy’ by definition to count as ‘rational.’ Instead of confronting the theory with real-world phenomena it becomes a simple matter of definition if real-world phenomena are to count as signs of ‘rationality.’

This makes for ‘rigorous’ and ‘precise’ conclusions — but never about the real world. Pure game theory does not give us any information at all about the real world. It gives us absolutely irrefutable knowledge — but only since the knowledge is purely definitional.

Mathematical theorems are tautologies. They cannot be false because they do not say anything substantive. They merely spell out the implications of how things have been​ defined. The basic propositions of game theory have precisely the same character.

Ken Binmore

Pure game theorists, like Ken Binmore, give us analytical truths — truths by definition. That is great — from a mathematical and formal logical point of view. In science, however, it is rather uninteresting and totally uninformative! Even if pure game theory gives us ‘logical’ truths, that is not what we are looking for as scientists. We are interested in finding truths that give us new information and knowledge of the world in which we live.

Scientific theories are theories that ‘refer’ to the real-world, where axioms and definitions do not take us very far. To be of interest for an economist or social scientist that wants to understand, explain, or predict real-world phenomena, the pure theory has to be ‘interpreted’ — it has to be ‘applied’ theory. A ‘pure’ game theory that does not go beyond proving theorems and conditional ‘if-then’ statements — and do not make assertions and put forward hypotheses about real-world individuals and institutions — is of little consequence for anyone wanting to use theories to better understand, explain or predict real-world phenomena.

Pure game theory has no empirical content whatsoever. And it certainly has no relevance whatsoever to a scientific endeavour of expanding real-world knowledge.

Science and reason

29 Oct, 2017 at 09:44 | Posted in Theory of Science & Methodology | 2 Comments

scrivenTrue scientific method is open-minded, self-critical, flexible. Scientists are, in short, not as reasonable as they would like to ​think themselves. The great scientists are often true exceptions; they are nearly always attacked by their colleagues for their revolutionary ideas, not by using the standards of reason, but just by appealing​ to prejudices then current.​ Being reasonable takes great skill and great​ sensitivity to the difference between “well-supported” and “widely accepted.” It also takes great courage, because it seldom corresponds to being popular.

Admati on ‘the banker’s new clothes​’

29 Oct, 2017 at 08:29 | Posted in Economics | 1 Comment

 

Så länge skutan kan gå

28 Oct, 2017 at 10:36 | Posted in Varia | Comments Off on Så länge skutan kan gå

 

Mästerligt!!

Chicago economists — people who have their heads fuddled with nonsense

27 Oct, 2017 at 13:06 | Posted in Economics | 2 Comments

joblossMainstream macroeconomics has always had problems with the notion of involuntary unemployment. According to New Classical übereconomist Robert Lucas, an unemployed worker can always instantaneously find some job. No matter how miserable the work options are, “one can always choose to accept them,” according to Lucas:

KLAMER: My taxi driver here is driving a taxi, even though he is an accountant, because he can’t find a job …

LUCAS: I would describe him as a taxi driver [laughing], if what he is doing is driving a taxi.

KLAMER: But a frustrated taxi driver.

LUCAS: Well, we draw these things out of urns, and sometimes we get good draws, sometimes we get bad draws.

Arjo Klamer

In New Classical Economics unemployment is seen as a kind of leisure that workers optimally select. In the basic DSGE models used by these economists, the labour market is always cleared – responding to a changing interest rate, expected lifetime incomes, or real wages, the representative agent maximizes the utility function by varying her labour supply, money holding and consumption over time. Most importantly – if the real wage somehow deviates from its “equilibrium value,” the representative agent adjust her labour supply, so that when the real wage is higher than its “equilibrium value,” labour supply is increased, and when the real wage is below its “equilibrium value,” labour supply is decreased.

In this model world, unemployment is always an optimal choice to changes in the labour market conditions. Hence, unemployment is totally voluntary. To be unemployed is something one optimally chooses to be.

Yours truly has to admit of being totally unimpressed by this kind of New Classical macroeconomic quackery. I guess Keynes would have felt the same:

The Conservative belief that there is some law of nature which prevents men from being employed, that it is “rash” to employ men, and that it is financially ‘sound’ to maintain a tenth of the population in idleness for an indefinite period, is crazily improbable – the sort of thing which no man could believe who had not had his head fuddled with nonsense for years and years … 0616_ig-john-maynard-keynes_1024x576Our main task, therefore, will be to confirm the reader’s instinct that what seems sensible is sensible, and what seems nonsense is nonsense. We shall try to show him that the conclusion, that if new forms of employment are offered more men will be employed, is as obvious as it sounds and contains no hidden snags; that to set unemployed men to work on useful tasks does what it appears to do, namely, increases the national wealth; and that the notion, that we shall, for intricate reasons, ruin ourselves financially if we use this means to increase our well-being, is what it looks like – a bogy.

John Maynard Keynes (1929)

Text och musik

26 Oct, 2017 at 10:49 | Posted in Economics | 1 Comment

radioI en tid när ljudrummet dränks i den kommersiella radions tyckmyckentrutade ordbajseri och fullständigt intetsägande pubertalflamsande tjafs har många av oss mer eller mindre gett upp. Radion, som en gång i tiden var en källa till både vederkvickelse och reflexion har degenererat till en postmodern ytlighetsavgud.

Men det finns ljus i mörkret!

I programmet Text och musik med Eric Schüldt — som sänds på söndagsförmiddagarna i P2 mellan klockan 11 och 12 — kan man lyssna på seriös musik och en programledare som har något att säga och inte bara låter foderluckan glappa.

En lisa för själen.

I förra söndagens program spelades bland annat denna vackra georgiska sång:

A memorable evening with Joan Robinson

25 Oct, 2017 at 22:32 | Posted in Economics | 1 Comment

After dinner – by now I had had a couple of glasses – I decided I had to make something of this once-in-a-lifetime opportunity to engage with one of my heroes.  Joan … was in the armchair again, and I sat down on the floor facing her at her feet.  I began by asking her what it was like being a student at Cambridge back in the Twenties.  After recalling the lectures of the literary critic I. A. Richards, she moved on to Wittgenstein and Sraffa and their weekly one-on-one discussions over tea … Soon the whole room of economists was debating the meaning of Tractatus Logico-Philosophicus. And, bizarrely, something was about to happen that would change the course of my life.

Joan-Robinson-What-Are-The-Questions-And-Other-EssaysAs the debate continued it occurred to me that perhaps no one in the room had really read the Tractatus.  Joan Robinson stayed out of the debate and, although I was still sitting at her feet, I now had my back to her. Then suddenly from behind me her loud raspy voice broke into the conversation. Here are her exact words.

“The world is all that is the case.  The world is the totality of facts, not of things.  The world is determined by the facts, and by their being all the facts.  For the totality of facts determines what is the case, and also whatever is not the case.  Those are the first four propositions of the Tractatus.  I’ve never been able to understand them.”

It was a magic moment for me – the relaxed integrity of her intellect was so plain to see.  And such a contrast to the outcome of my conversation sixteen years before.  I wasn’t yet in a position where I could change my life’s course, but in time I was, and if it hadn’t been for that evening with Joan Robinson and the Tractatus I would never have become an economist.

Edward Fullbrook

Economists are missing the big picture

25 Oct, 2017 at 14:57 | Posted in Economics | 2 Comments

 

Trump — a reckless, untruthful, outrageous, incompetent & undignified buffoon

25 Oct, 2017 at 09:28 | Posted in Politics & Society | 2 Comments

 

INET conferencing​ beyond disappointment

24 Oct, 2017 at 19:33 | Posted in Economics | 7 Comments

I’m sitting in a coffee shop opposite Haymarket Station in Edinburgh. Just up the road, the Institute for New Economic Thinking (INET) is holding its conference. I’m supposed to be there, as I was yesterday and the day before. But I am not at all sure I want to go. The last two days have left a very bitter taste.

Boring PresentationThis conference, grandly entitled “Reawakening”, is supposed to be a showcase for the “new economic thinking” of INET’s name. I hoped to hear new voices and exciting ideas …

Not a bit of it. In the last two days we have had panel after panel of old white men discussing economic theories developed by old white men, many of them dead. Economic beliefs that I thought had been comprehensively debunked have reappeared, dressed up as “new thinking” …

I returned for a panel on debt traps, public and private – and I despaired again … Oh dear. It went from bad to worse.

Pontus Rendahl … claimed that “banks don’t create money” and explained that Barclays creates its own currency “pegged at par to the central bank currency”, which apparently only works if the central bank “is complicit”. The Bank of England debunked this nonsense back in 2014. Why is it still being presented now? …

This is not “new thinking”, it is the same old elite economists’ voodoo in different clothes.

Frances Coppola

It is indeed difficult not to agree. A lot of the stuff presented at INET conferences are just regurgitations of the same old mainstream dogma. And to even for a second think that a visionless neoclassical economist like Rendahl should have anything to do with new thinking in economics is of course totally gobsmacking!

The one philosophy​ of science book every economist​ should read

23 Oct, 2017 at 18:19 | Posted in Theory of Science & Methodology | 5 Comments

bhaskIt is not the fact that science occurs that gives the world a structure such that it can be known by men. Rather, it is the fact that the world has such a structure that makes science, whether or not it actually occurs, possible. That is to say, it is not the character of science that imposes a determinate pattern or order on the world; but the order of the world that, under certain determinate conditions, makes possible the cluster of activities we call ‘science’. It does not follow from the fact that the nature of the world can only be known from (a study of) science, that its nature is determined by (the structure of) science. Propositions in ontology, i.e. about being, can only be established by reference to science. But this does not mean that they are disguised, veiled or otherwise elliptical propositions about science … The ‘epistemic fallacy’ consists in assuming that, or arguing as if, they are.

Why the ‘analytical’ method does not work in economics

22 Oct, 2017 at 19:38 | Posted in Theory of Science & Methodology | 2 Comments

To be ‘analytical’ is something most people find recommendable. The word ‘analytical’ has a positive connotation. Scientists think deeper than most other people because they use ‘analytical’ methods. In dictionaries, ‘analysis’ is usually defined as having to do with “breaking something down.”

anBut that’s not the whole picture. As used in science, analysis usually means something more specific. It means to separate a problem into its constituent elements so to reduce complex — and often complicated — wholes into smaller (simpler) and more manageable parts. You take the whole and break it down (decompose) into its separate parts. Looking at the parts separately one at a time you are supposed to gain a better understanding of how these parts operate and work. Built on that more or less ‘atomistic’ knowledge you are then supposed to be able to predict and explain the behaviour of the complex and complicated whole.

In economics, that means you take the economic system and divide it into its separate parts, analyse these parts one at a time, and then after analysing the parts separately, you put the pieces together.

The ‘analytical’ approach is typically used in economic modelling, where you start with a simple model with few isolated and idealized variables. By ‘successive approximations,’ you then add more and more variables and finally get a ‘true’ model of the whole.

This may sound as a convincing and good scientific approach.

But there is a snag!

The procedure only really works when you have a machine-like whole/system/economy where the parts appear in fixed and stable configurations. And if there is anything we know about reality, it is that it is not a machine! The world we live in is not a ‘closed’ system. On the contrary. It is an essentially ‘open’ system. Things are uncertain, relational, interdependent, complex, and ever-changing.

Without assuming that the underlying structure of the economy that you try to analyze remains stable/invariant/constant, there is no chance the equations of the model remain constant. That’s the very rationale why economists use (often only implicitly) the assumption of ceteris paribus. But — nota bene — this can only be a hypothesis. You have to argue the case. If you cannot supply any sustainable justifications or warrants for the adequacy of making that assumption, then the whole analytical economic project becomes pointless non-informative nonsense. Not only have we to assume that we can shield off variables from each other analytically (external closure). We also have to assume that each and every variable themselves are amenable to be understood as stable and regularity producing machines (internal closure). Which, of course, we know is as a rule not possible. Some things, relations, and structures are not analytically graspable. Trying to analyse parenthood, marriage, employment, etc, piece by piece doesn’t make sense. To be a chieftain, a capital-owner, or a slave is not an individual property of an individual. It can come about only when individuals are integral parts of certain social structures and positions. Social relations and contexts cannot be reduced to individual phenomena. A cheque presupposes a banking system and being a tribe-member presupposes a tribe.  Not taking account of this in their ‘analytical’ approach, economic ‘analysis’ becomes uninformative nonsense.

Using the ‘analytical’ method in social sciences means that economists succumb to the fallacy of composition — the belief that the whole is nothing but the sum of its parts.  In the society and in the economy this is arguably not the case. An adequate analysis of society and economy a fortiori cannot proceed by just adding up the acts and decisions of individuals. The whole is more than a sum of parts.

Mainstream economics is built on using the ‘analytical’ method. The models built with this method presuppose that the social reality is ‘closed.’ Since social reality is known to be fundamentally ‘open,’ it is difficult to see how models of that kind can explain anything about what happens in such a universe. Postulating closed conditions to make models operational and then impute these closed conditions to society’s real structure is an unwarranted procedure that does not take necessary ontological considerations seriously.

In face of the kind of methodological individualism and rational choice theory that dominate mainstream economics we have to admit that even if knowing the aspirations and intentions of individuals are necessary prerequisites for giving explanations of social events, they are far from sufficient. Even the most elementary ‘rational’ actions in society presuppose the existence of social forms that it is not possible to reduce to the intentions of individuals. Here, the ‘analytical’ method fails again.

The overarching flaw with the ‘analytical’ economic approach using methodological individualism and rational choice theory is basically that they reduce social explanations to purportedly individual characteristics. But many of the characteristics and actions of the individual originate in and are made possible only through society and its relations. Society is not a Wittgensteinian ‘Tractatus-world’ characterized by atomistic states of affairs. Society is not reducible to individuals, since the social characteristics, forces, and actions of the individual are determined by pre-existing social structures and positions. Even though society is not a volitional individual, and the individual is not an entity given outside of society, the individual (actor) and the society (structure) have to be kept analytically distinct. They are tied together through the individual’s reproduction and transformation of already given social structures.

Since at least the marginal revolution in economics in the 1870s it has been an essential feature of economics to ‘analytically’ treat individuals as essentially independent and separate entities of action and decision. But, really, in such a complex, organic and evolutionary system as an economy, that kind of independence is a deeply unrealistic assumption to make. To simply assume that there is a strict independence between the variables we try to analyze doesn’t help us the least if that hypothesis turns out to be unwarranted.

To be able to apply the ‘analytical’ approach, economists have to basically assume that the universe consists of ‘atoms’ that exercise their own separate and invariable effects in such a way that the whole consist of nothing but an addition of these separate atoms and their changes. These simplistic assumptions of isolation, atomicity, and additivity are, however, at odds with reality. In real-world settings, we know that the ever-changing contexts make it futile to search for knowledge by making such reductionist assumptions. Real-world individuals are not reducible to contentless atoms and so not susceptible to atomistic analysis. The world is not reducible to a set of atomistic ‘individuals’ and ‘states.’ How variable X works and influence real-world economies in situation A cannot simply be assumed to be understood or explained by looking at how X works in situation B. Knowledge of X probably does not tell us much if we do not take into consideration how it depends on Y and Z. It can never be legitimate just to assume that the world is ‘atomistic.’ Assuming real-world additivity cannot be the right thing to do if the things we have around us rather than being ‘atoms’ are ‘organic’ entities.

If we want to develop a new and better economics we have to give up on the single-minded insistence on using a deductivist straitjacket methodology and the ‘analytical’ method. To focus scientific endeavours on proving things in models is a gross misapprehension of the purpose of economic theory. Deductivist models and ‘analytical’ methods disconnected from reality are not relevant to predict, explain or understand real-world economies.

‘Laws of economics’ — a fictional cage

22 Oct, 2017 at 10:15 | Posted in Economics | Comments Off on ‘Laws of economics’ — a fictional cage

Increasingly, our debates about — and our solutions to — pressing issues such as immigration, budgets and debt are framed in the context of all-powerful economic laws that dictate what is and is not possible. There’s just one slight problem: There are no laws of economics.

cage

Referencing “the laws of economics” as a way to refute arguments or criticize ideas has the patina of clarity and certainty. The reality is that referencing such laws is simply another way to justify beliefs and inclinations …

Liberating ourselves from the fictional cage of these laws will not suddenly reveal hidden answers. But it will allow for more pragmatic examination of what is working and what is failing and why. Economic theories are guides, ones that have substantial utility. But once elevated to the realm of laws, they fall short and do us no good.

Zachary Karabell

Mainstream economics is usually considered to be very ‘rigorous’ and ‘precise.’ And yes, indeed, it’s certainly full of ‘rigorous’ and ‘precise’ statements like “the state of the economy will remain the same as long as it doesn’t change.” Although true, that is, however — as most other analytical statements — neither particularly interesting nor informative.

As noticed by Karabell there’s still a lot of talk about ‘economic laws.’ The crux of these laws that allegedly do exist in economics, is that they only hold ceteris paribus. That fundamentally means that they only hold when the right conditions are at hand for giving rise to them. Unfortunately, from an empirical point of view, those conditions are only at hand in artificially closed nomological models purposely designed to give rise to the kind of regular associations that economists want to explain. But, really, since these laws do not exist outside these ‘socio-economic machines,’ what’s the point in constructing thought experimental models showing these non-existent laws? When the almost endless list of narrow and specific assumptions necessary to allow the ‘rigorous’ deductions are known to be at odds with reality, what good do these models do?

Deducing laws in theoretical models is of no avail. Formalistic deductive “Glasperlenspiel” can be very impressive and seductive. But in the realm of science, it ought to be considered of little or no value to simply make claims about models and lose sight of reality.

Do unrealistic economic models explain real-world phenomena?

21 Oct, 2017 at 11:48 | Posted in Economics | 2 Comments

When applying deductivist thinking to economics, neoclassical economists usually set up ‘as if’ models based on a set of tight axiomatic assumptions from which consistent and precise inferences are made. The beauty of this procedure is, of course, that if the axiomatic premises are true, the conclusions necessarily follow. idealization-in-cognitive-and-generative-linguistics-6-728The snag is that if the models are to be relevant, we also have to argue that their precision and rigour still holds when they are applied to real-world situations. They often don’t. When addressing real economies, the idealizations and abstractions necessary for the deductivist machinery to work simply don’t hold.

If the real world is fuzzy, vague and indeterminate, then why should our models build upon a desire to describe it as precise and predictable? The logic of idealization is a marvellous tool in mathematics and axiomatic-deductivist systems, but a poor guide for action in real-world systems, in which concepts and entities are without clear boundaries and continually interact and overlap.

As Hans Albert has it:

Clearly, it is possible to interpret the ‘presuppositions’ of a theoretical system … not as hypotheses, but simply as limitations to the area of application of the system in question. Since a relationship to reality is usually ensured by the language used in economic statements, in this case the impression is generated that a content-laden statement about reality is being made, although the system is fully immunized and thus without content. In my view that is often a source of self-deception in pure economic thought …

200px-Hans_Albert_2005-2A further possibility for immunizing theories consists in simply leaving open the area of application of the constructed model so that it is impossible to refute it with counter examples. This of course is usually done without a complete knowledge of the fatal consequences of such methodological strategies for the usefulness of the theoretical conception in question, but with the view that this is a characteristic of especially highly developed economic procedures: the thinking in models, which, however, among those theoreticians who cultivate neoclassical thought, in essence amounts to a new form of Platonism.

Seen from a deductive-nomological perspective, typical economic models (M) usually consist of a theory (T) – a set of more or less general (typically universal) law-like hypotheses (H) – and a set of (typically spatio-temporal) auxiliary assumptions (A). The auxiliary assumptions give ‘boundary’ descriptions such that it is possible to deduce logically (meeting the standard of validity) a conclusion (explanandum) from the premises T & A. Using this kind of model economists are (portrayed as) trying to explain (predict) facts by subsuming them under T, given A.

An obvious problem with the formal-logical requirements of what counts as H is the often severely restricted reach of the ‘law.’ In the worst case, it may not be applicable to any real, empirical, relevant situation at all. And if A is not true, then M doesn’t really explain (although it may predict) at all. Deductive arguments should be sound – valid and with true premises – so that we are assured of having true conclusions. Constructing, e.g., models assuming ‘rational’ expectations, says nothing of situations where expectations are ‘non-rational.’

Economic theories and models have to be compared to the situations they are supposed to represent/explain/predict. There is no way of getting around questions of realism and real-world relevance. Building theories and models that are ‘true’ in their own very limited ‘idealized’ domain is of limited value if we can’t supply bridges to the real world. Economic ‘laws’ that only apply in specific ‘idealized’ circumstances —  in ‘nomological machines’ — are not the stuff that real science is built of. Results derived in mainstream economic models

Results deduced in a ‘closed world’ mainstream economic model is obtained only because the model (machine) was built for that purpose. Outside the machine — in the real world — we know that most of the assumptions, including the typical ceteris paribus condition, do not apply.

Most mainstream economic models are abstract, unrealistic and presenting mostly non-testable hypotheses. How then are they supposed to tell us anything about the world we live in?

When confronted with the massive empirical refutations of almost every theory and model they have set up, mainstream economists usually react by saying that these refutations only hit A (the Lakatosian ‘protective belt’), and that by ‘successive approximations’ it is possible to make the theories and models less abstract and more realistic, and – eventually — more readily testable and predictably accurate. Even if T & A1 doesn’t have much of empirical content, if by successive approximation we reach, say, T & A25, we are to believe that we can finally reach robust and true predictions and explanations.

There are grave problems with this modelling view. What Hans Albert most forcefully is arguing with his ‘Model Platonism’ critique of mainstream economics, is that there is a strong tendency for modellers to use the method of successive approximations as a kind of ‘immunization,’ taking for granted that there can never be any faults with the theory. Explanatory and predictive failures hinge solely on the auxiliary assumptions. That the kind of theories and models used by mainstream economics should all be held non-defeasibly corroborated, seems, however — to say the least — rather unwarranted.

Confronted with the massive empirical failures of their models and theories, mainstream economists often retreat into looking upon their models and theories as some kind of ‘conceptual exploration,’ and give up any hopes/pretences whatsoever of relating their theories and models to the real world. Instead of trying to bridge the gap between models and the world, one decides to look the other way.

To me, this kind of scientific defeatism is equivalent to surrendering our search for understanding the world we live in. It can’t be enough to prove or deduce things in a model world. If theories and models do not directly or indirectly tell us anything of the world we live in – then why should we waste any of our precious time on them?

Galbraith vs Buckley on Good Society

21 Oct, 2017 at 11:15 | Posted in Economics, Politics & Society | 1 Comment

 

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