Heterogeneous Agents
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Heterogeneous Agents
In economic theory and econometrics, the term heterogeneity refers to differences across the units being studied. For example, a macroeconomic model in which consumers are assumed to differ from one another is said to have heterogeneous agents. Unobserved heterogeneity in econometrics In econometrics, statistical inferences may be erroneous if, in addition to the observed variables under study, there exist other relevant variables that are unobserved, but correlated with the observed variables; dependent and independent variables .M. Arellano (2003), Panel Data Econometrics', Chapter 2, 'Unobserved heterogeneity', pp. 7-31. Oxford University Press. Methods for obtaining valid statistical inferences in the presence of unobserved heterogeneity include the instrumental variables method; multilevel models, including fixed effects and random effects models; and the Heckman correction for selection bias. Economic models with heterogeneous agents {{Further, Agent-based computationa ...
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Economic Theory
Economics () is the social science that studies the production, distribution, and consumption of goods and services. Economics focuses on the behaviour and interactions of economic agents and how economies work. Microeconomics analyzes what's viewed as basic elements in the economy, including individual agents and markets, their interactions, and the outcomes of interactions. Individual agents may include, for example, households, firms, buyers, and sellers. Macroeconomics analyzes the economy as a system where production, consumption, saving, and investment interact, and factors affecting it: employment of the resources of labour, capital, and land, currency inflation, economic growth, and public policies that have impact on these elements. Other broad distinctions within economics include those between positive economics, describing "what is", and normative economics, advocating "what ought to be"; between economic theory and applied economics; between rational an ...
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Rational Expectations
In economics, "rational expectations" are model-consistent expectations, in that agents inside the model are assumed to "know the model" and on average take the model's predictions as valid. Rational expectations ensure internal consistency in models involving uncertainty. To obtain consistency within a model, the predictions of future values of economically relevant variables from the model are assumed to be the same as that of the decision-makers in the model, given their information set, the nature of the random processes involved, and model structure. The rational expectations assumption is used especially in many contemporary macroeconomic models. Since most macroeconomic models today study decisions under uncertainty and over many periods, the expectations of individuals, firms, and government institutions about future economic conditions are an essential part of the model. To assume rational expectations is to assume that agents' expectations may be wrong, but are corr ...
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Economic Inequality
There are wide varieties of economic inequality, most notably income inequality measured using the distribution of income (the amount of money people are paid) and wealth inequality measured using the distribution of wealth (the amount of wealth people own). Besides economic inequality between countries or states, there are important types of economic inequality between different groups of people. Important types of economic measurements focus on wealth, income, and consumption. There are many methods for measuring economic inequality, the Gini coefficient being a widely used one. Another type of measure is the Inequality-adjusted Human Development Index, which is a statistic composite index that takes inequality into account. Important concepts of equality include equity, equality of outcome, and equality of opportunity. Whereas globalization has reduced global inequality (between nations), it has increased inequality within nations. Income inequality between nation ...
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New Keynesian Economics
New Keynesian economics is a school of macroeconomics that strives to provide microeconomic foundations for Keynesian economics. It developed partly as a response to criticisms of Keynesian macroeconomics by adherents of new classical macroeconomics. Two main assumptions define the New Keynesian approach to macroeconomics. Like the New Classical approach, New Keynesian macroeconomic analysis usually assumes that households and firms have rational expectations. However, the two schools differ in that New Keynesian analysis usually assumes a variety of market failures. In particular, New Keynesians assume that there is imperfect competition in price and wage setting to help explain why prices and wages can become " sticky", which means they do not adjust instantaneously to changes in economic conditions. Wage and price stickiness, and the other market failures present in New Keynesian models, imply that the economy may fail to attain full employment. Therefore, New Keynesians ...
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Agent-based Computational Economics
Agent-based computational economics (ACE) is the area of computational economics that studies economic processes, including whole economies, as dynamic systems of interacting agents. As such, it falls in the paradigm of complex adaptive systems. In corresponding agent-based models, the " agents" are "computational objects modeled as interacting according to rules" over space and time, not real people. The rules are formulated to model behavior and social interactions based on incentives and information. Such rules could also be the result of optimization, realized through use of AI methods (such as Q-learning and other reinforcement learning techniques). The theoretical assumption of mathematical optimization by agents in equilibrium is replaced by the less restrictive postulate of agents with bounded rationality ''adapting'' to market forces. ACE models apply numerical methods of analysis to computer-based simulations of complex dynamic problems for which more conventional ...
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Agent (economics)
In economics, an agent is an actor (more specifically, a decision maker) in a model of some aspect of the economy. Typically, every agent makes decisions by solving a well- or ill-defined optimization or choice problem. For example, ''buyers'' (consumers) and ''sellers'' ( producers) are two common types of agents in partial equilibrium models of a single market. Macroeconomic models, especially dynamic stochastic general equilibrium models that are explicitly based on microfoundations, often distinguish households, firms, and governments or central banks as the main types of agents in the economy. Each of these agents may play multiple roles in the economy; households, for example, might act as consumers, as workers, and as voters in the model. Some macroeconomic models distinguish even more types of agents, such as workers and shoppers or commercial banks. The term ''agent'' is also used in relation to principal–agent models; in this case, it refers specifically to some ...
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Kenneth Judd
Kenneth Lewis Judd (born March 24, 1953) is a computational economist at Stanford University, where he is the Paul H. Bauer Senior Fellow at the Hoover Institution. He received his PhD in economics from the University of Wisconsin in 1980. He is perhaps best known as the author of ''Numerical Methods in Economics'', and he is also among the editors of the ''Handbook of Computational Economics'' and of the ''Journal of Economic Dynamics and Control The ''Journal of Economic Dynamics and Control ''(JEDC) is a peer-reviewed scholarly journal devoted to computational economics, dynamic economic models, and macroeconomics. It is edited at the University of Amsterdam and published by Elsevier ...''. He is one of two authors behind the Chamley–Judd result that the optimal tax rate on capital income is zero. References External links Kenneth Judd's homepage* * Kenneth L. Judd (1980''Four Essays in Economic Theory'' Ph.D. dissertation, University of Wisconsin-Madison. * Je ...
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Journal Of Economic Dynamics And Control
The ''Journal of Economic Dynamics and Control ''(JEDC) is a peer-reviewed scholarly journal devoted to computational economics, dynamic economic models, and macroeconomics. It is edited at the University of Amsterdam and published by Elsevier Elsevier () is a Dutch academic publishing company specializing in scientific, technical, and medical content. Its products include journals such as '' The Lancet'', ''Cell'', the ScienceDirect collection of electronic journals, '' Trends'', .... It has been published since 1979. The journal sometimes devotes special issues to particular topics, like 'Complexity in Economics and Finance' (May 2009), 'Dynamic Stochastic General Equilibrium Modelling' (August 2008), and 'Applications of Statistical Physics in Economics and Finance' (January 2008). In some years it has also published selected articles from the annual meeting of the Society for Computational Economics. In their ranking of academic impact of economics journals, Kalaitz ...
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Wouter Den Haan
Wouter J. den Haan (or Denhaan) (born 22 July 1962) is a professor of economics at the London School of Economics, research fellow and programme director of the CEPR, and co-director of the Centre for Macroeconomics. Currently, his main areas of interest are business cycles, frictions in financial and labor markets, and numerical methods to solve models with a large number of heterogeneous agents. Biography He graduated cum laude from the MA program at Erasmus University, and received his PhD degree at Carnegie Mellon University in 1991. This dissertation won him the Alexander Henderson Award for excellence in economics, an award also won by Nobel Laureates Oliver Williamson, Dale Mortensen, Finn Kydland and Edward Prescott. After earning his PhD he became an assistant professor at the University of California at San Diego, where he was a professor from 2001 to 2004. At the beginning of 2003 he moved back to Europe and became a professor of economics at London Business School ...
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Journal Of Political Economy
The ''Journal of Political Economy'' is a monthly peer-reviewed academic journal published by the University of Chicago Press. Established by James Laurence Laughlin in 1892, it covers both theoretical and empirical economics. In the past, the journal published quarterly from its introduction through 1905, ten issues per volume from 1906 through 1921, and bimonthly from 1922 through 2019. The editor-in-chief is Magne Mogstad ( University of Chicago). It is considered one of the top five journals in economics. Abstracting and indexing The journal is abstracted and indexed in EBSCO, ProQuest, EconLit , Research Papers in Economics, Current Contents/Social & Behavioral Sciences, and the Social Sciences Citation Index. According to the ''Journal Citation Reports'', the journal has a 2020 impact factor of 9.103, ranking it 4/376 journals in the category "Economics". The journal is department-owned University of Chicago journal. Notable papers Among the most influential pa ...
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Per Krusell
Per Lennart Krusell, born 1959, is a Swedish macroeconomic theorist who is currently the Torsten and Ragnar Soderberg Chair in Economics and the Institute for International Economic Studies, Stockholm University, as well as Centennial Professor of Economics at the London School of Economics. Until recently, he was a professor of economics at Princeton University and, before that, held positions at the University of Rochester, the University of Pennsylvania, and Northwestern University. He received numerous awards and grants, most recently the 2007 Söderberg Prize and a 2.1 Million Euro 2008 senior research grant from the European Research Council. Krusell's research has focused on macroeconomics, broadly defined, with particular contributions in the areas of technological change, inequality, political economy, macroeconomic policy, and labor economics. He is currently pursuing a long-term project on the interactions between global climate change and the economy. He is especially ...
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American Economic Journal
The ''American Economic Journal'' is a group of four peer-reviewed academic journals published by the American Economic Association. The names of the individual journals consist of the prefix ''American Economic Journal'' with a descriptor of the field attached. The four field journals which started in 2009 are ''Applied Economics'', ''Economic Policy'', ''Macroeconomics'', and ''Microeconomics''. History The American Economic Association set up an ad hoc Committee on Journals chaired by Robert Hall which in April 2006, after a three-year study of the subject, recommended that the American Economic Association (AEA) start four new field journals. One of the reasons given was that almost all other academic societies publish more than three journals, and that by adding more journals, the diversity of editors would be increased. Other reasons included the elevated pricing of field journals in economics, most of which are published by Elsevier, and the inability of ''The American Ec ...
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