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description= 15 posts published by Lars Syll during July 2022;
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ies might not allow us to explain the phenomena in and of themselves we should be aware however that if we do resort to explanation of variation we are engaging in a second best explanatory practice modern econometrics is fundamentally based on assuming usually without any explicit justification that we can gain causal knowledge by considering independent variables that may have an impact on the variation of a dependent variable this is however far from self evident often the fundamental causes are constant forces that are not amenable to the kind of analysis econometrics supplies us with as stanley lieberson has it in making it count one can always say whether in a given empirical context a given variable or theory accounts for more variation than another but it is almost certain that the variation observed is not universal over time and place hence the use of such a criterion first requires a conclusion about the variation over time and place in the dependent variable if such an analysis is not forthcoming the theoretical conclusion is undermined by the absence of information moreover it is questionable whether one can draw much of a conclusion about causal forces from simple analysis of the observed variation to wit it is vital that one have an understanding or at least a working hypothesis about what is causing the event per se variation in the magnitude of the event will not provide the answer to that question trygve haavelmo was making a somewhat similar point back in 1941 when criticizing the treatment of the interest variable in tinbergen s regression analyses the regression coefficient of the interest rate variable being zero was according to haavelmo not sufficient for inferring that variations in the rate of interest play only a minor role or no role at all in the changes in investment activity interest rates may very well play a decisive indirect role by influencing other causally effective variables and the rate of interest may not have varied much during the statistical testing period and for this reason the rate of interest would not explain very much of the variation in net profit and thereby the variation in investment which has actually taken place during this period but one cannot conclude that the rate of influence would be inefficient as an autonomous regulator which is after all the important point this problem of nonexcitation when there is too little variation in a variable to say anything about its potential importance and we can t identify the reason for the factual influence of the variable being negligible strongly confirms that causality in economics and other social sciences can never solely be a question of statistical inference causality entails more than predictability and to really in depth explain social phenomena requires theory analysis of variation the foundation of all econometrics can never in itself reveal how these variations are brought about first when we are able to tie actions processes or structures to the statistical relations detected can we say that we are getting at relevant explanations of causation too much in love with axiomatic deductive modeling neoclassical economists especially tend to forget that accounting for causation how causes bring about their effects demands deep subject matter knowledge and acquaintance with the intricate fabrics and contexts as already keynes argued in his a treatise on probability statistics and econometrics should primarily be seen as means to describe patterns of associations and correlations means that we may use as suggestions of possible causal relations forgetting that economists will continue to be stuck with a second best explanatory practice share on facebook opens in new window facebook share on x opens in new window x share on bluesky opens in new window bluesky uber the ugly truth 12 jul 2022 at 18 45 posted in politics society comments off on uber the ugly truth added july 13 and macron now tells us he s extremely proud of his uber maneuvering share on facebook opens in new window facebook share on x opens in new window x share on bluesky opens in new window bluesky mainstream economics the triumph of ideology over science 12 jul 2022 at 11 13 posted in economics 2 comments research shows not only that individuals sometimes act differently than standard economic theories predict but that they do so regularly systematically and in ways that can be understood and interpreted through alternative hypotheses competing with those utilised by orthodox economists to most market participants and indeed ordinary observers this does not seem like big news in fact this irrationality is no news to the economics profession either john maynard keynes long ago described the stock market as based not on rational individuals struggling to uncover market fundamentals but as a beauty contest in which the winner is the one who guesses best what the judges will say adam smith s invisible hand the idea that free markets lead to efficiency as if guided by unseen forces is invisible at least in part because it is not there for more than 20 years economists were enthralled by so called rational expectations models which assumed that all participants have the same if not perfect information and act perfectly rationally that markets are perfectly efficient that unemployment never exists except when caused by greedy unions or government minimum wages and where there is never any credit rationing that such models prevailed especially in america s graduate schools despite evidence to the contrary bears testimony to a triumph of ideology over science unfortunately students of these graduate programmes now act as policymakers in many countries and are trying to implement programmes based on the ideas that have come to be called market fundamentalism good science recognises its limitations but the prophets of rational expectations have usually shown no such modesty joseph stiglitz the rational expectations hypothesis one of the cornerstones of mainstream economics presupposes basically for reasons of consistency that agents have complete knowledge of all relevant probability distribution functions and when trying to incorporate learning in these models trying to take the heat of some of the criticism launched against it up to date it is always a very restricted kind of learning that is considered learning where truly unanticipated surprising new things never take place but only rather mechanical updatings increasing the precision of already existing information sets of existing probability functions nothing really new happens in these ergodic models where the statistical representation of learning and information is nothing more than a caricature of what takes place in the real world target system this follows from taking for granted that people s decisions can be portrayed as based on an existing probability distribution which by definition implies the knowledge of every possible event otherwise it is in a strict mathematical statistical sense not really a probability distribution that can be thought of taking place but in the real world it is as shown again and again by behavioral and experimental economics common to mistake a conditional distribution for a probability distribution mistakes that are impossible to make in the kinds of economic analysis built on the rational expectations hypothesis that mainstream economists are such adamant propagators for on average rational expectations agents are always correct but truly new information will not only reduce the estimation error but actually change the entire estimation and hence possibly the decisions made to be truly new information has to be unexpected if not it would simply be inferred from the already existing information set in rational expectations models new information is typically presented as only reducing the estimated parameter variance but if new information means truly new information it actually could increase our uncertainty and variance information set a b a b c truly new information gives birth to new probabilities revised plans and decisions something the rational expectations hypothesis cannot account for with its finite sampling representation of incomplete information in the world of rational expectations learning is like being better and better at reciting the complete works of shakespeare by heart or at hitting the bull s eye when playing dart it presupposes that we have a complete list of the possible states of the world and that by definition mistakes are non systematic which strictly seen follows from the assumption of subjective probability distributions being equal to the objective probability distribution this is a rather uninteresting and trivial kind of learning it is a closed world learning synonymous with improving one s adaptation to a world that is fundamentally unchanging but in real open world situations learning is more often about adapting and trying to cope with genuinely new phenomena the rational expectations hypothesis presumes consistent behavior where expectations do not display any persistent errors in the world of rational expectations we are always on average hitting the bull s eye in the more realistic open systems view there is always the possibility danger of making mistakes that may turn out to be systematic it is because of this presumably that we put so much emphasis on learning in our modern knowledge societies the unwillingness sometimes obviously for ideological reasons to take genuine uncertainty seriously has made much of modern economics more or less irrelevant the alleged rigor and precision of the analyses have not taken us one single iota closer to understanding what goes on in our modern economies those who want to build macroeconomics on microfoundations usually maintain that the only robust policies and institutions are those based on rational expectations and representative actors as yours truly has tried to show in on the use and misuse of theories and models in economics there is really no support for this conviction at all on the contrary if we want to have anything of interest to say on real economies financial crises and the decisions and choices real people make it is high time to place macroeconomic models building on representative actors and rational expectations microfoundations in the dustbin of pseudo science but if this microfounded macroeconomics has nothing to say about the real world and the economic problems out there why should we care about it the final court of appeal for macroeconomic models is the real world and as long as no convincing justification is put forward for how the inferential bridging de facto is made macroeconomic modelbuilding is little more than hand waving that gives us a rather little warrant for making inductive inferences from models to real world target systems if substantive questions about the real world are being posed it is the formalistic mathematical representations utilized to analyze them that have to match reality not the other way around the real macroeconomic challenge is to accept genuine uncertainty and still try to explain why economic transactions take place instead of simply conjuring the problem away by assuming rational expectations and treating uncertainty as if it was possible to reduce it to stochastic risk that is scientific cheating and it has been going on for too long now share on facebook opens in new window facebook share on x opens in new window x share on bluesky opens in new window bluesky next page recent posts arbetslöshetsiffran som styr den ekonomiska politiken 50 år efter studenten personal finding the late student stuff love s secret stein s paradox a lesson on precision and unbiasedness audioholic summer research ett välförtjänt bottenrekord arbetslösheten inte statsskulden är problemet how credible is the credibility revolution in econometrics randomness and 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