The road to hell

31 Mar, 2023 at 08:50 | Posted in Varia | Comments Off on The road to hell

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Boycott Starbucks

31 Mar, 2023 at 08:40 | Posted in Politics & Society | Comments Off on Boycott Starbucks

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Warranting causal claims — vouchers and clinchers

30 Mar, 2023 at 17:19 | Posted in Theory of Science & Methodology | Comments Off on Warranting causal claims — vouchers and clinchers

Amazon.com: Hunting Causes and Using Them: Approaches in Philosophy and  Economics: 9780521677981: Cartwright, Nancy: BooksMethods for warranting causal claims fall into two broad categories. There are those that clinch the conclusion but are narrow in their range of application; and those that merely vouch for the conclusion but are broad in their range of application.

Derivation from theory falls into the first category, as do randomized clinical trials (RCTs), econometric methods and others. What is characteristic of methods in this category is that they are deductive: if they are correctly applied, then if the evidence claims are true, so too will the conclusions be true. That is a huge benefit. But there is an equally huge cost. These methods are concomitantly narrow in scope. The assumptions necessary for their successful application tend to be extremely restrictive and they can only take a very specialized type of evidence as input and special forms of conclusion as output.

Those in the second category … are more wide ranging but it cannot be proved that the conclusion is assured by the evidence, either because the method cannot be laid out in a way that lends itself to such a proof or because, by the lights of the method itself, the evidence is symptomatic of the conclusion but not sufficient for it. What then is it to vouch for? That is hard to say since the relation between evidence and conclusion in these cases is not deductive and I do not think there are any good logics’ of non-deductive confirmation, especially ones that make sense for the great variety of methods we use to provide warrant …

My worry is that we want to use clinchers so that we can get a result from a small body of evidence rather than tackling the problems of how to handle a large amorphous body of evidence loosely connected with the hypothesis. This would be okay if only it were not for the down-side of these deductive methods – the conditions under which they can give conclusions at all are very strict. 

Paul Krugman — finally — admits he was wrong!

28 Mar, 2023 at 16:02 | Posted in Economics | 1 Comment

economist-krugmanIn a recent essay titled “What Economists (Including Me) Got Wrong About Globalization,” adapted from a forthcoming book on inequality, Krugman writes that he and other mainstream economists “missed a crucial part of the story” in failing to realize that globalization would lead to “hyperglobalization” and huge economic and social upheaval, particularly of the industrial middle class in America. And many of these working-class communities have been hit hard by Chinese competition, which economists made a “major mistake” in underestimating, Krugman says.

It was quite a “whoops” moment, considering all the ruined American communities and displaced millions of workers we’ve seen in the interim. And a newly humbled Krugman must consider an even more disturbing idea: Did he and other mainstream economists help put a protectionist populist, Donald Trump, in the White House with a lot of bad advice about free markets?

Michael Hirsh

Yours truly has for years been complaining about Krugman on this issue, so of course, it’s great that he finally admits he was wrong!

Another issue on which I’m having a beef with Krugman is his view that his hobbyhorse IS-LM interpretation of Keynes is fruitful and relevant for understanding monetary economies. It is time for Krugman to come out on this also and admit he has been wrong.

My own view is that IS-LM is not fruitful and relevant and that it does not adequately reflect the width and depth of Keynes’s insights on the workings of monetary economies:

Almost nothing in the post-General Theory writings of Keynes suggests he considered Hicks’s IS-LM anywhere near a faithful rendering of his thought. In Keynes’s canonical statement of the essence of his theory — in the famous 1937 Quarterly Journal of Economics article — there is nothing to even suggest that Keynes would have thought the existence of a Keynes-Hicks-IS-LM-theory anything but pure nonsense. John Hicks, the man who invented IS-LM in his 1937 Econometrica review of Keynes’ General Theory — “Mr. Keynes and the ‘Classics’. A Suggested Interpretation” — returned to it in an article in 1980 — “IS-LM: an explanation” — in Journal of Post Keynesian Economics. Self-critically he wrote that ”the only way in which IS-LM analysis usefully survives — as anything more than a classroom gadget, to be superseded, later on, by something better — is in application to a particular kind of causal analysis, where the use of equilibrium methods, even a drastic use of equilibrium methods, is not inappropriate.” What Hicks acknowledges in 1980 is basically that his original IS-LM model ignored significant parts of Keynes’ theory. IS-LM is inherently a temporary general equilibrium model. However — much of the discussions we have in macroeconomics are about timing and the speed of relative adjustments of quantities, commodity prices and wages — on which IS-LM doesn’t have much to say.

IS-LM forces to a large extent the analysis into a static comparative equilibrium setting that doesn’t in any substantial way reflect the processual nature of what takes place in historical time. To me, Keynes’s analysis is in fact inherently dynamic — at least in the sense that it was based on real historical time and not the logical-ergodic-non-entropic time concept used in most neoclassical model building. And as Niels Bohr used to say — thinking is not the same as just being logical …

IS-LM reduces interaction between real and nominal entities to a rather constrained interest mechanism which is far too simplistic for analyzing complex financialised modern market economies.

IS-LM gives no place for real money but rather trivializes the role that money and finance play in modern market economies. As Hicks, commenting on his IS-LM construct, had it in 1980 — “one did not have to bother about the market for loanable funds.” From the perspective of modern monetary theory, it’s obvious that IS-LM to a large extent ignores the fact that money in modern market economies is created in the process of financing — and not as IS-LM depicts it, something that central banks determine.

IS-LM is typically set in a current values numéraire framework that definitely downgrades the importance of expectations and uncertainty — and a fortiori gives too large a role for interests as ruling the roost when it comes to investments and liquidity preferences. In this regard, it is actually as bad as all the modern microfounded Neo-Walrasian-New-Keynesian models where Keynesian genuine uncertainty and expectations aren’t really modelled. Especially the two-dimensionality of Keynesian uncertainty — both a question of probability and “confidence” — has been impossible to incorporate into this framework, which basically presupposes people following the dictates of expected utility theory (high probability may mean nothing if the agent has low “confidence” in it). Reducing uncertainty to risk — implicit in most analyses building on IS-LM models — is nothing but hand waving. According to Keynes, we live in a world permeated by unmeasurable uncertainty — not quantifiable stochastic risk — which often forces us to make decisions based on anything but “rational expectations.” Keynes rather thinks that we base our expectations on the “confidence” or “weight” we put on different events and alternatives. To Keynes, expectations are a question of weighing probabilities by “degrees of belief,” beliefs that often have preciously little to do with the kind of stochastic probabilistic calculations made by the rational agents as modelled by “modern” social sciences. And often we “simply do not know.”

6  IS-LM not only ignores genuine uncertainty, but also the essentially complex and cyclical character of economies and investment activities, speculation, endogenous money, labour market conditions, and the importance of income distribution. And as Axel Leijonhufvud so eloquently notes on IS-LM economics — “one doesn’t find many inklings of the adaptive dynamics behind the explicit statics.” Most of the insights on dynamic coordination problems that made Keynes write General Theory are lost in the translation into the IS-LM framework.

The IS-LM approach is not fruitful or relevant for understanding modern monetary economies. And it does not capture Keynes’ approach to the economy other than in name. If macroeconomic models — no matter of what ilk — make assumptions, and we know that real people and markets cannot be expected to obey these assumptions, the warrants for supposing that conclusions or hypotheses of causally relevant mechanisms or regularities can be bridged, are obviously non-justifiable. A gadget is just a gadget — and brilliantly silly simple models — IS-LM included — do not help us work with the fundamental issues of modern economies any more than brilliantly silly complicated models — calibrated DSGE and RBC models included.

‘Severe tests’ of causal claims

26 Mar, 2023 at 21:29 | Posted in Statistics & Econometrics | Comments Off on ‘Severe tests’ of causal claims

Partially Examined Life Ep. 82: Karl Popper on Science | The Partially  Examined Life Philosophy Podcast | A Philosophy Podcast and BlogFor many questions in the social sciences, a research design guaranteeing the validity of causal inferences is difficult to obtain. When this is the case, researchers can attempt to defend hypothesized causal relationships by seeking data that subjects their theory to repeated falsification. Karl Popper famously argued that the degree to which we have confidence in a hypothesis is not necessarily a function of the number of tests it has withstood, but rather the severity of the tests to which the hypothesis has been subjected. A test of a hypothesis with a design susceptible to hidden bias is not particularly severe or determinative. If the implication is tested in many contexts, however, with different designs that have distinct sources of bias, and the hypothesis is still not rejected, then one may have more confidence that the causal relationship is genuine. Note that repeatedly testing a hypothesis with research designs suffering from similar types of bias does not constitute a severe test, since each repetition will merely replicate the biases of the original design. In cases where randomized experiments are infeasible or credible natural experiments are unavailable, the inferential difficulties facing researchers are large. In such circumstances, only creative and severe falsification tests can make the move from correlation to causation convincing.

Daniel Hidalgo & Jasjeet Sekhon

We Are

26 Mar, 2023 at 14:37 | Posted in Varia | Comments Off on We Are

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Radikala räntehöjningar får inte vår ekonomi i balans

26 Mar, 2023 at 12:22 | Posted in Economics, Politics & Society | Comments Off on Radikala räntehöjningar får inte vår ekonomi i balans

Ingves tror det krävs fler räntehöjningarEn gång i tiden var ledstjärnan för den ekonomiska politiken att mildra konjunktur-svängningarna och kapa de djupa dalarna och höga topparna. Nu vill Riksbanken skapa en ekonomisk nedgång för att få ner inflationen samtidigt som finanspolitiken passivt ser på. Penningpolitiken ser ut att kunna sänka den svenska ekonomin. Riksbanken balanserar kort sagt på en knivsegg.

Konsensus grundar sig ofta på dogm. Inte sällan har de ekonomisk-politiska dogmerna tagit sig formen av ”sanningar” om penning- och valutapolitiken. Det fanns en tid då valutorna alltid skulle ha en koppling till priset på guld. För några decennier sedan var fasta växelkurser något politikerna till varje pris borde surra sig vid. 1992 höjde Riksbanken räntan till 500 procent för att rädda den fasta växelkursen. Det höll några dagar. Så var den dogmen historia.

Hur det går med Riksbankens dogmer 2023 återstår att se. Men det är mörka moln som nu tornar upp sig över Sveriges ekonomi. I den nya riksbankslagen som trädde i kraft vid årsskiftet slås fast att Riksbanken ska ta ”realekonomiska hänsyn”, alltså väga in samhällsekonomiska konsekvenser av penningpolitiska beslut. Man får hoppas att Erik Thedéen kommer så långt. Innan hela rasket rasar.

Håkan A Bengtsson / Dagens Arena

Den ensidiga inriktning som Riksbank och regering idag har på att bekämpa inflationen med räntehöjningar är förödande för svensk ekonomi. En aktiv finanspolitik — som tar sikte på att få igång tillväxt och hålla tillbaka arbetslösheten — behövs mer än någonsin. Att göra folk arbetslösa har aldrig varit en rimlig politik för att lösa ekonomiska problem.

Truth will prevail at last …

26 Mar, 2023 at 11:59 | Posted in Politics & Society | Comments Off on Truth will prevail at last …

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Postmodernism — self-refuting nonsense

25 Mar, 2023 at 16:46 | Posted in Politics & Society | Comments Off on Postmodernism — self-refuting nonsense

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Justice vs Power: The Chomsky-Foucault Debate 

25 Mar, 2023 at 16:15 | Posted in Politics & Society | Comments Off on Justice vs Power: The Chomsky-Foucault Debate 

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MMT — Krugman still does not get it!

25 Mar, 2023 at 11:08 | Posted in Economics | 1 Comment

Understanding Modern Monetary Theory: Part 1 - EconlibKrugman complains that Lerner was too “cavalier” in his discussion of monetary policy since he called for the interest rate to be set at the level that produces “the most desirable level of investment” without saying exactly what that rate should be.

It’s an odd critique, since Krugman himself subscribes to the idea that monetary policy should target an invisible “neutral rate,” a so-called r-star that exists when the economy is neither depressed nor overheating. For what it’s worth, research suggests the neutral rate “may be flat-out wrong” …

But Lerner wasn’t trying to use interest rates to optimize the economy. That was a job for fiscal policy. He argued that the government should be prepared to spend whatever is necessary to sustain full employment without raising taxes or borrowing …

Krugman’s other objection is that Lerner “didn’t fully address the limitations, both technical and political, on tax hikes/or spending cuts” as a means of fighting inflation.

In fact, Lerner actually had quite a lot to say about this. Here’s the opening sentence to an entire chapter on the subject in his 1951 book “The Economics of Employment”: “We have now concluded our treatment of the economics of employment, but a word or two must be added on the politics and the administration of employment policies in general and of Functional Finance in particular” (emphasis in original) …

Krugman believes there are inherent tradeoffs between fiscal and monetary policy. Outside of the so-called liquidity trap, Krugman adopts the standard line that budget deficits crowd out private investment because deficits compete with private borrowing for a limited supply of savings.

The MMT framework rejects this, since government deficits are shown to be a source (not a use!) of private savings. Some careful studies show that crowding-out can occur, but that it tends to happen in countries where the government is not a currency issuer with its own central bank.

This seems like a disagreement we should be able to resolve either empirically or intuitively. But who knows? As Lerner wrote, “a man convinced against his will retains the same opinion still.”

Stephanie Kelton

Few issues in politics and economics are nowadays more discussed — and less understood — than public debt. Many raise their voices to urge for reducing the debt, but few explain why and in what way reducing the debt would be conducive to a better economy or a fairer society. And there are no limits to all the — especially macroeconomic — calamities and evils a large public debt is supposed to result in — unemployment, inflation, higher interest rates, lower productivity growth, increased burdens for subsequent generations, etc., etc.

But the truth is that public debt is normally nothing to fear, especially if it is financed within the country itself (but even foreign loans can be beneficent for the economy if invested in the right way). Some members of society hold bonds and earn interest on them, while others have to pay the taxes that ultimately pay the interest on the debt. The debt is not a net burden for society as a whole since the debt cancels itself out between the two groups. If the state issues bonds at a low-interest rate, unemployment can be reduced without necessarily resulting in strong inflationary pressure. And the inter-generational burden is also not a real burden since — if used in a suitable way — the debt, through its effects on investments and employment, actually makes future generations net winners. There can, of course, be unwanted negative distributional side effects for the future generation, but that is mostly a minor problem since when our children and grandchildren repay the national debt these payments will be made to our children and grandchildren.

To both Keynes and Lerner, it was evident that the state has the ability to promote full employment and a stable price level – and that it should use its powers to do so. If that means that it has to take on debt and (more or less temporarily) underbalance its budget — so let it be! Public debt is neither good nor bad. It is a means to achieve two over-arching macroeconomic goals – full employment and price stability. What is sacred is not to have a balanced budget or run down public debt per se, regardless of the effects on the macroeconomic goals. If ‘sound finance,’ austerity, and balanced budgets mean increased unemployment and destabilizing prices, they have to be abandoned.

Skicka Zlatanstatyn till Qatar!

25 Mar, 2023 at 10:30 | Posted in Varia | Comments Off on Skicka Zlatanstatyn till Qatar!

Zlatan Ibrahimovic hyllas nu för stora gesten – direkt efter  skandalscenerna i derbyt: ”Han är en mästare”Även i form av en staty ställer fotbollspelaren Zlatan Ibrahimovic till problem för sin omgivning.

Efter Zlatans senaste kärleksförklaring till diktaturen Qatar vågar nu inte ens Malmös ledande politiker ta i frågan om den nu tydligen reparerade statyn ska placeras på synbar plats eller inte.

De avböjer till och med att kommentera det problem som uppstått sedan Zlatan ställt sig i spetsen som Qatar-regimens kanske allra viktigaste PR-man.

Problemet är enkelt löst: skicka statyn till Doha …

Han jämförde diktaturen Qatar med demokratin Sverige och fann att den förra var att föredra.

“Qatar — jag tror det är ett system som fungerar”,  löd hans omdöme.

Nu jublar hela Mellanöstern över detta erkännande fran en av världens mest kända idrottsmän.

Skicka ner statyn dit där den verkligen skulle uppskattas — här ska den inte stå.

Åke Stolt/Sydsvenskan

Som en kollega sa häromdagen: “Zlatan — en stor fotbollsspelare, men annars en jävla fubbick.”

Jäpp.

Proud father (personal)

23 Mar, 2023 at 20:42 | Posted in Varia | 2 Comments

david My son David Syll was elected today as a Swedish Bar Association member.

I know your mother Kristina and grandpa Erik — if they had still been with us — would have been so immensely proud of you for keeping up the family tradition.

Congratulations David!

 

Sadeness

22 Mar, 2023 at 15:36 | Posted in Economics | Comments Off on Sadeness

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Assumption uncertainty

21 Mar, 2023 at 14:31 | Posted in Statistics & Econometrics | Comments Off on Assumption uncertainty

Assumptional Analysis: The Essence of Quantum Thinking - Kilmann DiagnosticsAn ongoing concern is that excessive focus on formal modeling and statistics can lead to neglect of practical issues and to overconfidence in formal results … Analysis interpretation depends on contextual judgments about how reality is to be mapped onto the model, and how the formal analysis results are to be mapped back into reality. But overconfidence in formal outputs is only to be expected when much labor has gone into deductive reasoning. First, there is a need to feel the labor was justified, and one way to do so is to believe the formal deduction produced important conclusions. Second, there seems to be a pervasive human aversion to uncertainty, and one way to reduce feelings of uncertainty is to invest faith in deduction as a sufficient guide to truth. Unfortunately, such faith is as logically unjustified as any religious creed, since a deduction produces certainty about the real world only when its assumptions about the real world are certain …

Unfortunately, assumption uncertainty reduces the status of deductions and statistical computations to exercises in hypothetical reasoning – they provide best-case scenarios of what we could infer from specific data (which are assumed to have only specific, known problems). Even more unfortunate, however, is that this exercise is deceptive to the extent it ignores or misrepresents available information, and makes hidden assumptions that are unsupported by data …

Despite assumption uncertainties, modelers often express only the uncertainties derived within their modeling assumptions, sometimes to disastrous consequences. Econometrics supplies dramatic cautionary examples in which complex modeling has failed miserably in important applications …

Much time should be spent explaining the full details of what statistical models and algorithms actually assume, emphasizing the extremely hypothetical nature of their outputs relative to a complete (and thus nonidentified) causal model for the data-generating mechanisms. Teaching should especially emphasize how formal ‘‘causal inferences’’ are being driven by the assumptions of randomized (‘‘ignorable’’) system inputs and random observational selection that justify the ‘‘causal’’ label.

Sander Greenland

Yes, indeed, complex modeling when applying statistics theory fails miserably over and over again. One reason why it does — prominent in econometrics — is that the error term in the regression models standardly used is thought of as representing the effect of the variables that were omitted from the models. The error term is somehow thought to be a ‘cover-all’ term representing omitted content in the model and necessary to include to ‘save’ the assumed deterministic relation between the other random variables included in the model. Error terms are usually assumed to be orthogonal (uncorrelated) to the explanatory variables. But since they are unobservable, they are also impossible to empirically test. And without justification of the orthogonality assumption, there is as a rule nothing to ensure identifiability:

With enough math, an author can be confident that most readers will never figure out where a FWUTV (facts with unknown truth value) is buried. A discussant or referee cannot say that an identification assumption is not credible if they cannot figure out what it is and are too embarrassed to ask.

Distributional assumptions about error terms are a good place to bury things because hardly anyone pays attention to them. Moreover, if a critic does see that this is the identifying assumption, how can she win an argument about the true expected value the level of aether? If the author can make up an imaginary variable, “because I say so” seems like a pretty convincing answer to any question about its properties.

Paul Romer

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