Trygve Haavelmo's Business Cycle Model

Total Page:16

File Type:pdf, Size:1020Kb

Trygve Haavelmo's Business Cycle Model Overdeterminacy and endogenous cycles: Trygve Haavelmo's business cycle model∗ Andr´eK. Anundsen Tord S. H. Kroghy Ragnar Nymoen Jon Vislie June 7, 2011 Abstract Unlike Trygve Haavelmo's seminal contributions to econometrics, his research program in macroeconomic theory is not widely known. In this paper we present his short-run macro model for an economy with deregulated financial markets and a policy determined interest rate path. Driven by a mismatch between the marginal return to capital and the rate of return required by capital owners, a Wicksellian heritage, Haavelmo's model generates cycles. This highlights how today's stan- dard equilibrium models may have left out an important characteristic of how the economy functions. It further implies that care should be taken when conducting monetary policy. Adopting a strict nominal anchor as the main objective of mone- tary policy might generate disequilibrium, or imbalances, in the capital market. Keywords: investments, business cycles, monetary policy. JEL classification: E22, E32, E44, E52 The importance of the interest rate for continued economic expansion is not deter- mined by whether it is high or low, whether it is adjusted upwards or downwards etc, the whole point is to keep the inequality in favor of the marginal productivity of capital. Haavelmo, 1969, p.153, the authors' translation. ∗We are indebted to Olav Bjerkholt, Sheetal K. Chand, Eilev S. Jansen, and Asbjørn Rødseth for valuable comments. Krogh is grateful for funding provided by the Norwegian Research Council, project number 195135. yAll authors are affiliated with the Department of Economics, University of Oslo. Anundsen and Krogh are research fellows. Nymoen and Vislie are professors. Corresponding author: Tord Krogh, Postboks 1095 Blindern, N-0317 Oslo, [email protected]. 1 1 Introduction During the past twenty years, monetary policy has become much more central for macroe- conomic stabilisation policy than it used to be in the first decades after World War II. For example, a number of countries have imposed inflation targeting where the central bank (CB) publishes projected interest rate paths that are consistent with the inflation forecast reaching the target in a future period. The interest rate, and more specifically the interest rate path, is the policy instrument. During the same period, the models that are used to aid monetary policy have developed to become dynamic stochastic general equilibrium (DSGE) models.1 As the name suggests, these models are genuine equilibrium models, and despite short-run frictions, the economy is never far away from equilibrium over the policy horizon. Because of the inherent dynamic stability of the standard models they are not well calibrated to real world disequilibrium dynamics, recently exemplified by the Great Recession of 2007-2009.2 This observation indicates that there may be deeper forces set in motion by interest rate setting policies than smooth adjustment of prices, and that the potential of disequilibrium deserves more attention than hitherto in \the science of monetary policy".3 In the history of economics, many leading economists have analysed the potential and limitations of monetary policy in their work. John M. Keynes' "General Theory" is perhaps the most important single work. In this paper, we want to bring attention to a theory developed by the Norwegian economist Trygve Haavelmo (1911-1999). Not only was he a pioneer in the development of econometrics, for which he was awarded the Nobel Memorial Prize in Economic Sciences in 1989, but he made important contributions to macroeconomics, monetary theory and business cycle theory under influence of Frisch, Keynes and, not least, Wicksell. A recurrent theme in Haavelmo's theoretical contri- butions was the interaction between financial markets, capital markets, and the rest of the real economy, and that the 'likely' outcome of this interaction may be disequilibrium rather than equilibrium dynamics. Haavelmo wrote at the high tide of Keynesian fiscal policy activism and he lived in a country known for economic planning and regulated markets where sudden falls in the activity level, unemployment, and other business cycle phenomena were thought to be plagues of the past. Given this, it may seem surprising to claim that Haavelmo wrote anything of interest for today's economists. The solution to this paradox is that Haavelmo studied the role of monetary policy in models where markets were assumed to be completely liberalised and where firms and households in important respects behaved in accordance with the classical theoretical paradigm. Thus, Haavelmo formulated theo- ries that may have seemed far-fetched and of little relevance for the practically oriented economists of his day. The course of history has changed this and Haavelmo's macroeco- nomic theory now represents a perspective that seems surprisingly fresh and with many useful insights. Haavelmo's understanding of the linkages between the real economy and the finan- cial markets was inspired by the writings of Wicksell (1898, 1906), and his analysis of monetary theory can be seen as complementary to the arguments of Wicksell that led 1A standard reference is Smets and Wouters (2003). 2For recent critique of such models, see e.g. De Grauwe (2010a). 3This label is from Clarida et al. (1999). 2 to his famous cumulative process. This is concisely presented in Chapter 33 of the book \A Study in the Theory of Investment"(Haavelmo, 1960). There he outlines how a fun- damental overdeterminacy arises in standard models if the authorities choose to use the rate of interest as a policy instrument. This overdeterminacy is due to the properties of standard arbitrage conditions for the agents' portfolio decisions. Equilibrium in the financial market gives a relationship between the equilibrium real interest rate and the rate of return on capital. Since the rate of return is determined by the real economy, an exogenously set interest rate will make the model logically inconsistent (overdetermined). Macroeconomic equilibrium, both in the classical and modern sense, is based on a model which is logically consistent, so when overdeterminancy occurs one of the main premises for smooth equilibriating dynamics is lost. In this situation, one important task for macroeconomic theorising is to present models of how the economy realistically func- tions when the equilibrium model no longer applies. Below, we explain how Haavelmo took up the challenge, and how he arrived at a model with non-linear dynamics and endogenous cycles. These model properties are interesting in themselves, and they mark a stark contrast to the predictions of the modern DSGE models used to guide monetary policy. As noted, Haavelmo had studied Wicksell and he pointed out that adding a dy- namic element in the form of a cumulative inflation process is another way to make the model consistent.4 However, in Haavelmo's own short-run macro model it is the quanti- tative variables ('the level of economic activity') that bears the bulk of the disequilibrium dynamics. This means that there is a definitive Keynesian flavour to Haavelmo's model. In addition to his 1960-book, the best source to Haavelmo's macroeconomic model is perhaps \Orientering i makro-økonomisk teori"(\A Study in Macroeconomic Theory "), Haavelmo (1969), henceforth referred to as SMT. A main topic of the book is how to design a logical system for understanding and managing a complex decentralised market economy, consisting of agents pursuing individual, and often conflicting, goals. This book was on the reading list for several generations of Norwegian economists, but was never completed as a textbook in English. Moene and Rødseth (1991) provide an excellent presentation of Haavelmo's contribu- tions to econometrics and economics.5 Our paper supplements theirs by focusing on the aspects of Haavelmo's theories that are relevant for monetary policy and for understand- ing the business cycle.6 Unlike Wicksell's cumulative process, Haavelmo's contribution to macroeconomics is largely unknown among contemporary economists. This also holds for his interpretation of the cumulative process as a force potentially created by the fun- damental overdeterminacy. Hence our goal is to make some of his ideas better known to a broader audience. The rest of the paper is organised as follows: We start out in Section 2 by presenting Haavelmo's law of indifference in the capital markets. In Section 3 it is shown how this implies a fundamental overdeterminacy in a macroeconomic model where the monetary authority sets the interest rate. Disequilibrium will be an intrinsic feature of such mod- 4Haavelmo stressed that the model would then be unable to reach a stable stationary equilibrium. 5Morgan (1990) is the first academic appraisal of Haavelmo's Probability Approach to Econometrics, see Bjerkholt (2005, 2007) for a recent contribution. The reader is referred to Nerlove (1990) for a more critical appreciation of Haavelmo. 6Andvig (1993) also discusses some of these issues. Further, in an article written in Norwegian, B˚ardsenand Nymoen (2001) make use Haavelmo's conceptual framework to aid the interpretation of their macroeconometric model of inflation targeting. 3 els, and we explain how Haavelmo translated the overdeterminacy into dynamic forces by utilising the desire to purchase new or get rid of existing capital equipment. His endoge- nous regime-switching business cycle model is explained in Section 4, whereas the scope of his ideas today are discussed in Section 5. Section 6 concludes. 2 The Law of Indifference in the Capital Market A line of thought characterising many of Haavelmo's writings is what impact an unregu- lated capital market will have on the economy, and the implications for private investment activity. Like in other Western economies, the Norwegian capital market remained heav- ily regulated for a long period of time after the Second World War.7 Even long before full deregulation had taken place, Haavelmo outlined a monetary theory and its policy implications within a deregulated and decentralised context.
Recommended publications
  • When John Maynard Keynes Likened Jan Tinbergen's Early Work in Econometrics to Black Magic and Alchemy, He Was Expressing a Widely Held View of a New Discipline
    Cambridge University Press 0521553598 - Probability, Econometrics and Truth: The Methodology of Econometrics Hugo A. Keuzenkamp Frontmatter More information When John Maynard Keynes likened Jan Tinbergen's early work in econometrics to black magic and alchemy, he was expressing a widely held view of a new discipline. However, even after half a century of practical work and theorizing by some of the most accomplished social scientists, Keynes' comments are still repeated today. This book assesses the foundations and development of econometrics and sets out a basis for the reconstruction of the foundations of econo- metric inference by examining the various interpretations of probability theory which underlie econometrics. Keuzenkamp contends that the probabilistic foundations of econometrics are weak, and, although econometric inferences may yield interesting knowledge, claims to be able to falsify or verify economic theories are unwarranted. Methodological falsi®cationism in econometrics is an illusion. Instead, it is argued, econometrics should locate itself in the tradition of positi- vism. HUGO KEUZENKAMP is professor in applied economics at the University of Amsterdam and director of the Foundation for Economic Research in Amsterdam. Until recently he was the editor-in-chief of Economisch Statistische Berichten, a Dutch weekly periodical on economic policy. He has published widely in journals, including Economic Journal, Journal of Econometrics and Journal of Economic Surveys. © Cambridge University Press www.cambridge.org Cambridge University Press 0521553598 - Probability, Econometrics and Truth: The Methodology of Econometrics Hugo A. Keuzenkamp Frontmatter More information Probability, Econometrics and Truth The methodology of econometrics Hugo A. Keuzenkamp © Cambridge University Press www.cambridge.org Cambridge University Press 0521553598 - Probability, Econometrics and Truth: The Methodology of Econometrics Hugo A.
    [Show full text]
  • Econometrics As a Pluralistic Scientific Tool for Economic Planning: on Lawrence R
    Econometrics as a Pluralistic Scientific Tool for Economic Planning: On Lawrence R. Klein’s Econometrics Erich Pinzón-Fuchs To cite this version: Erich Pinzón-Fuchs. Econometrics as a Pluralistic Scientific Tool for Economic Planning: On Lawrence R. Klein’s Econometrics. 2016. halshs-01364809 HAL Id: halshs-01364809 https://halshs.archives-ouvertes.fr/halshs-01364809 Preprint submitted on 12 Sep 2016 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Documents de Travail du Centre d’Economie de la Sorbonne Econometrics as a Pluralistic Scientific Tool for Economic Planning: On Lawrence R. Klein’s Econometrics Erich PINZÓN FUCHS 2014.80 Maison des Sciences Économiques, 106-112 boulevard de L'Hôpital, 75647 Paris Cedex 13 http://centredeconomiesorbonne.univ-paris1.fr/ ISSN : 1955-611X Econometrics as a Pluralistic Scientific Tool for Economic Planning: On Lawrence R. Klein’s Econometrics Erich Pinzón Fuchs† October 2014 Abstract Lawrence R. Klein (1920-2013) played a major role in the construction and in the further dissemination of econometrics from the 1940s. Considered as one of the main developers and practitioners of macroeconometrics, Klein’s influence is reflected in his application of econometric modelling “to the analysis of economic fluctuations and economic policies” for which he was awarded the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel in 1980.
    [Show full text]
  • Keynesian Economics and the Oslo School Ib E
    Nordic Journal of Political Economy Volume 36 2010 Article 3 Keynesian economics and the Oslo School Ib E. Eriksen and Arild Sæther Faculty of Economics and Social Sciences, University of Agder, Kristiansand, Norway. E-mail adress: [email protected] Faculty of Economics and Social Sciences, University of Agder, Kristiansand, Norway. E-mail adress: [email protected] This article can be dowloaded from: http://www.nopecjournal.org/NOPEC_2010_a03.pdf Other articles from the Nordic Journal of Political Economy can be found at: http://www.nopecjournal.org ISSN 0345-8555 Keynesian economics and the Oslo School 1 Ib E. Eriksen and Arild Sæther Keynesian economics and the Oslo School1 Abstract The economic crisis of the 1930‟s hit Norway when Ragnar Frisch returned from the US to accept a professorship at University of Oslo. On his return he wrote newspaper articles proposing tax relief and monetary policies to fight the economic crisis. Frisch abandoned his monetary policies and developed his Oslo School emphasising mathematical models, econometrics, national accounts, and detailed state governance. For the next four decades this School dominated economic policy in Norway where market forces had been substituted with administrative decision making. Keynes, with his General Theory, pointed out that a market economy with an active government can secure full employment. When the ideas of the Oslo School were challenged at the end of the 1970‟s, by academics and through the poor performance of the economy, it collapsed. A decentralised market economy was reintroduced and The Keynesian paradigm emerged as the preferred theory compared to the approach of the Oslo School.
    [Show full text]
  • Macroeconomic Dynamics at the Cowles Commission from the 1930S to the 1950S
    MACROECONOMIC DYNAMICS AT THE COWLES COMMISSION FROM THE 1930S TO THE 1950S By Robert W. Dimand May 2019 COWLES FOUNDATION DISCUSSION PAPER NO. 2195 COWLES FOUNDATION FOR RESEARCH IN ECONOMICS YALE UNIVERSITY Box 208281 New Haven, Connecticut 06520-8281 http://cowles.yale.edu/ Macroeconomic Dynamics at the Cowles Commission from the 1930s to the 1950s Robert W. Dimand Department of Economics Brock University 1812 Sir Isaac Brock Way St. Catharines, Ontario L2S 3A1 Canada Telephone: 1-905-688-5550 x. 3125 Fax: 1-905-688-6388 E-mail: [email protected] Keywords: macroeconomic dynamics, Cowles Commission, business cycles, Lawrence R. Klein, Tjalling C. Koopmans Abstract: This paper explores the development of dynamic modelling of macroeconomic fluctuations at the Cowles Commission from Roos, Dynamic Economics (Cowles Monograph No. 1, 1934) and Davis, Analysis of Economic Time Series (Cowles Monograph No. 6, 1941) to Koopmans, ed., Statistical Inference in Dynamic Economic Models (Cowles Monograph No. 10, 1950) and Klein’s Economic Fluctuations in the United States, 1921-1941 (Cowles Monograph No. 11, 1950), emphasizing the emergence of a distinctive Cowles Commission approach to structural modelling of macroeconomic fluctuations influenced by Cowles Commission work on structural estimation of simulation equations models, as advanced by Haavelmo (“A Probability Approach to Econometrics,” Cowles Commission Paper No. 4, 1944) and in Cowles Monographs Nos. 10 and 14. This paper is part of a larger project, a history of the Cowles Commission and Foundation commissioned by the Cowles Foundation for Research in Economics at Yale University. Presented at the Association Charles Gide workshop “Macroeconomics: Dynamic Histories. When Statics is no longer Enough,” Colmar, May 16-19, 2019.
    [Show full text]
  • ΒΙΒΛΙΟΓ ΡΑΦΙΑ Bibliography
    Τεύχος 53, Οκτώβριος-Δεκέμβριος 2019 | Issue 53, October-December 2019 ΒΙΒΛΙΟΓ ΡΑΦΙΑ Bibliography Βραβείο Νόμπελ στην Οικονομική Επιστήμη Nobel Prize in Economics Τα τεύχη δημοσιεύονται στον ιστοχώρο της All issues are published online at the Bank’s website Τράπεζας: address: https://www.bankofgreece.gr/trapeza/kepoe https://www.bankofgreece.gr/en/the- t/h-vivliothhkh-ths-tte/e-ekdoseis-kai- bank/culture/library/e-publications-and- anakoinwseis announcements Τράπεζα της Ελλάδος. Κέντρο Πολιτισμού, Bank of Greece. Centre for Culture, Research and Έρευνας και Τεκμηρίωσης, Τμήμα Documentation, Library Section Βιβλιοθήκης Ελ. Βενιζέλου 21, 102 50 Αθήνα, 21 El. Venizelos Ave., 102 50 Athens, [email protected] Τηλ. 210-3202446, [email protected], Tel. +30-210-3202446, 3202396, 3203129 3202396, 3203129 Βιβλιογραφία, τεύχος 53, Οκτ.-Δεκ. 2019, Bibliography, issue 53, Oct.-Dec. 2019, Nobel Prize Βραβείο Νόμπελ στην Οικονομική Επιστήμη in Economics Συντελεστές: Α. Ναδάλη, Ε. Σεμερτζάκη, Γ. Contributors: A. Nadali, E. Semertzaki, G. Tsouri Τσούρη Βιβλιογραφία, αρ.53 (Οκτ.-Δεκ. 2019), Βραβείο Nobel στην Οικονομική Επιστήμη 1 Bibliography, no. 53, (Oct.-Dec. 2019), Nobel Prize in Economics Πίνακας περιεχομένων Εισαγωγή / Introduction 6 2019: Abhijit Banerjee, Esther Duflo and Michael Kremer 7 Μονογραφίες / Monographs ................................................................................................... 7 Δοκίμια Εργασίας / Working papers ......................................................................................
    [Show full text]
  • Who Will Win the Nobel Prize in Economics? Here’S a Forecast Based on Citation Indicators
    EUGENE GARFIELD INSTITUTE FOF3 SCIENTIFIC IN FORM AT ION8 3501 MAFIKETST Pnil_AOELPHt A PA 19104 Who Will Win the Nobel Prize in Economics? Here’s a Forecast Based on Citation Indicators Number 11 March 12, 1990 Speculations on who will win the Nobel Prize have appeared in the popular press. 7he Scierrrist~’s success in forecasting the 1989 prize in physiology or medicine is discussed, as is the correlation between citations, receipt of Nobel Prizes and other prestigious awards, and subjective expert judg- ment. Baaed on primary author data in the 1966-1986 .%&d Sciences Citationbukrm, the 50 most-cit- ed economists “of Nobel class” are identified and compared with peer judgments. Forecasting the Nobel Prizes be fairly accurate indicators of Nobel stat- ure. The Lasker Award and the Gairdner Recently, the newspaper The Scientist@ Award are two of these so-called Nobel pre- published a list naming 20 researchers who, dictor prizes. Further, prizewinning capacity it predicted, were $‘of Nobel class” and and big citation tallies have been found to most likely to win the prize in physiology be highly correlated.4 or medicine. I About two weeks later, the So, 7he Scientist used as its selection cri- 1989 award was amounted and, as it hap- teria exceedingly high citation counts (pick- pened, two scientists on the list were select- ing names from a list of the 500 most-cited ed by the Nobel committee: J. Michael Bish- scientists of 1973-1984), receipt of Nobel op and Harold E. Varmus, both of the Uni- precursor prizes, and preferably both, to for- versity of California, Sart Francisco.
    [Show full text]
  • The Role of Models and Probabilities in the Monetary Policy Process
    1017-01 BPEA/Sims 12/30/02 14:48 Page 1 CHRISTOPHER A. SIMS Princeton University The Role of Models and Probabilities in the Monetary Policy Process This is a paper on the way data relate to decisionmaking in central banks. One component of the paper is based on a series of interviews with staff members and a few policy committee members of four central banks: the Swedish Riksbank, the European Central Bank (ECB), the Bank of England, and the U.S. Federal Reserve. These interviews focused on the policy process and sought to determine how forecasts were made, how uncertainty was characterized and handled, and what role formal economic models played in the process at each central bank. In each of the four central banks, “subjective” forecasting, based on data analysis by sectoral “experts,” plays an important role. At the Federal Reserve, a seventeen-year record of model-based forecasts can be com- pared with a longer record of subjective forecasts, and a second compo- nent of this paper is an analysis of these records. Two of the central banks—the Riksbank and the Bank of England— have explicit inflation-targeting policies that require them to set quantita- tive targets for inflation and to publish, several times a year, their forecasts of inflation. A third component of the paper discusses the effects of such a policy regime on the policy process and on the role of models within it. The large models in use in central banks today grew out of a first generation of large models that were thought to be founded on the statisti- cal theory of simultaneous-equations models.
    [Show full text]
  • Understanding Robert Lucas (1967-1981): His Influence and Influences
    A Service of Leibniz-Informationszentrum econstor Wirtschaft Leibniz Information Centre Make Your Publications Visible. zbw for Economics Andrada, Alexandre F.S. Article Understanding Robert Lucas (1967-1981): his influence and influences EconomiA Provided in Cooperation with: The Brazilian Association of Postgraduate Programs in Economics (ANPEC), Rio de Janeiro Suggested Citation: Andrada, Alexandre F.S. (2017) : Understanding Robert Lucas (1967-1981): his influence and influences, EconomiA, ISSN 1517-7580, Elsevier, Amsterdam, Vol. 18, Iss. 2, pp. 212-228, http://dx.doi.org/10.1016/j.econ.2016.09.001 This Version is available at: http://hdl.handle.net/10419/179646 Standard-Nutzungsbedingungen: Terms of use: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Documents in EconStor may be saved and copied for your Zwecken und zum Privatgebrauch gespeichert und kopiert werden. personal and scholarly purposes. Sie dürfen die Dokumente nicht für öffentliche oder kommerzielle You are not to copy documents for public or commercial Zwecke vervielfältigen, öffentlich ausstellen, öffentlich zugänglich purposes, to exhibit the documents publicly, to make them machen, vertreiben oder anderweitig nutzen. publicly available on the internet, or to distribute or otherwise use the documents in public. Sofern die Verfasser die Dokumente unter Open-Content-Lizenzen (insbesondere CC-Lizenzen) zur Verfügung gestellt haben sollten, If the documents have been made available under an Open gelten abweichend von diesen Nutzungsbedingungen die in der dort Content Licence (especially Creative Commons Licences), you genannten Lizenz gewährten Nutzungsrechte. may exercise further usage rights as specified in the indicated licence. https://creativecommons.org/licenses/by-nc-nd/4.0/ www.econstor.eu HOSTED BY Available online at www.sciencedirect.com ScienceDirect EconomiA 18 (2017) 212–228 Understanding Robert Lucas (1967-1981): his influence ଝ and influences Alexandre F.S.
    [Show full text]
  • Håvard Hungnes Causality in Macroeconomics Identifying Causal Relationships from Policy Instruments to Target Variables Statist
    2002/14 August 2002 Documents Statistics Norway Research Department Håvard Hungnes DocumentsCausality in Macroeconomics Identifying Causal Relationships from Policy Instruments to Target Variables Documents 2002/14 • Statistics Norway, August 2002 Håvard Hungnes Causality in Macroeconomics Identifying Causal Relationships from Policy Instruments to Target Variables Abstract: Can causal relationships between macroeconomic variables be identified using econometric methods? Only partly, we argue. Normally causal relationships cannot be identified from empirical analysis. However, if enough changes in policy rules have occurred during the observation period, it can be possible to identify causal relationships form policy instruments to target variables. An estimation procedure for obtaining this is sketched. This estimation procedure makes it possible to distinguish between causal effects of expected policy changes on one hand and (unexpected) shocks on the other. Keywords: Methodology, causality, autonomous relationships, Lucas' critique, reduced rank regression. JEL classification: B41, C32. Acknowledgement: This essay was prepared for a Ph.D. course called Philosophy and Methodology in the Social Sciences held by Mark J. Smith at the University of Oslo in 2002. Thanks to Roger Bjørnstad for insightful comments. Address: Håvard Hungnes, Statistics Norway, Research Department. E-mail: [email protected] Contents Contents......................................................................................................................................................
    [Show full text]
  • The 'Meteorological' and the 'Engineering' Type of Econometric Inference: a 1943 Exchange Between Trygve Haavelmo and Jakob Marschak
    A Service of Leibniz-Informationszentrum econstor Wirtschaft Leibniz Information Centre Make Your Publications Visible. zbw for Economics Bjerkholt, Ole Working Paper The 'meteorological' and the 'engineering' type of econometric inference: A 1943 exchange between Trygve Haavelmo and Jakob Marschak Memorandum, No. 2010,07 Provided in Cooperation with: Department of Economics, University of Oslo Suggested Citation: Bjerkholt, Ole (2010) : The 'meteorological' and the 'engineering' type of econometric inference: A 1943 exchange between Trygve Haavelmo and Jakob Marschak, Memorandum, No. 2010,07, University of Oslo, Department of Economics, Oslo This Version is available at: http://hdl.handle.net/10419/47316 Standard-Nutzungsbedingungen: Terms of use: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Documents in EconStor may be saved and copied for your Zwecken und zum Privatgebrauch gespeichert und kopiert werden. personal and scholarly purposes. Sie dürfen die Dokumente nicht für öffentliche oder kommerzielle You are not to copy documents for public or commercial Zwecke vervielfältigen, öffentlich ausstellen, öffentlich zugänglich purposes, to exhibit the documents publicly, to make them machen, vertreiben oder anderweitig nutzen. publicly available on the internet, or to distribute or otherwise use the documents in public. Sofern die Verfasser die Dokumente unter Open-Content-Lizenzen (insbesondere CC-Lizenzen) zur Verfügung gestellt haben sollten, If the documents have been made available under an Open gelten abweichend
    [Show full text]
  • Advanced Information on the Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel 8 October 2003
    Advanced information on the Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel 8 October 2003 Information Department, P.O. Box 50005, SE-104 05 Stockholm, Sweden Phone: +46 8 673 95 00, Fax: +46 8 15 56 70, E-mail: [email protected], Website: ww.kva.se Time-series Econometrics: Cointegration and Autoregressive Conditional Heteroskedasticity Time-series Econometrics: Cointegration and Autoregressive Conditional Heteroskedasticity 1. Introduction Empirical research in macroeconomics as well as in financial economics is largely based on time series. Ever since Economics Laureate Trygve Haavelmo’s work it has been standard to view economic time series as realizations of stochastic processes. This approach allows the model builder to use statistical inference in constructing and testing equations that characterize relationships between eco- nomic variables. This year’s Prize rewards two contributions that have deep- ened our understanding of two central properties of many economic time series — nonstationarity and time-varying volatility — and have led to a large number of applications. Figure 1.1: Logarithm (rescaled) of the Japanese yen/US dollar exchange rate (de- creasing solid line), logarithm of seasonally adjusted US consumer price index (increas- ing solid line) and logarithm of seasonally adjusted Japanese consumer price index (increasing dashed line), 1970:1 − 2003:5, monthly observations Nonstationarity, a property common to many macroeconomic and financial time series, means that a variable has no clear tendency to return to a constant value or a linear trend. As an example, Figure 1.1 shows three monthly series: the value of the US dollar expressed in Japanese yen, and seasonally adjusted consumer price indices for the US and Japan.
    [Show full text]
  • Ideological Profiles of the Economics Laureates · Econ Journal Watch
    Discuss this article at Journaltalk: http://journaltalk.net/articles/5811 ECON JOURNAL WATCH 10(3) September 2013: 255-682 Ideological Profiles of the Economics Laureates LINK TO ABSTRACT This document contains ideological profiles of the 71 Nobel laureates in economics, 1969–2012. It is the chief part of the project called “Ideological Migration of the Economics Laureates,” presented in the September 2013 issue of Econ Journal Watch. A formal table of contents for this document begins on the next page. The document can also be navigated by clicking on a laureate’s name in the table below to jump to his or her profile (and at the bottom of every page there is a link back to this navigation table). Navigation Table Akerlof Allais Arrow Aumann Becker Buchanan Coase Debreu Diamond Engle Fogel Friedman Frisch Granger Haavelmo Harsanyi Hayek Heckman Hicks Hurwicz Kahneman Kantorovich Klein Koopmans Krugman Kuznets Kydland Leontief Lewis Lucas Markowitz Maskin McFadden Meade Merton Miller Mirrlees Modigliani Mortensen Mundell Myerson Myrdal Nash North Ohlin Ostrom Phelps Pissarides Prescott Roth Samuelson Sargent Schelling Scholes Schultz Selten Sen Shapley Sharpe Simon Sims Smith Solow Spence Stigler Stiglitz Stone Tinbergen Tobin Vickrey Williamson jump to navigation table 255 VOLUME 10, NUMBER 3, SEPTEMBER 2013 ECON JOURNAL WATCH George A. Akerlof by Daniel B. Klein, Ryan Daza, and Hannah Mead 258-264 Maurice Allais by Daniel B. Klein, Ryan Daza, and Hannah Mead 264-267 Kenneth J. Arrow by Daniel B. Klein 268-281 Robert J. Aumann by Daniel B. Klein, Ryan Daza, and Hannah Mead 281-284 Gary S. Becker by Daniel B.
    [Show full text]