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10 - Categories of Models

Published online by Cambridge University Press:  26 October 2017

Donald W. Katzner
Affiliation:
University of Massachusetts, Amherst
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Summary

Apart fromthose that represent structure or outcomes alone and the singleand multi-output model types all described in Chapter 2, explanatory economic models come in many colors and shapes. Models of the consumer, general equilibrium, bargaining, economic growth, and the macro economy, to name but a few, are commonplace and well known. These models may be seen as falling into different categories according to the nature of the analytical methods or techniques required to develop structure from their assumption base. As such, the class in which a particular model falls has a significant impact on the analytical content of the stages of its construction and the overall process by which that model is built. In the examples discussed so far, the building process ofmodels of the consumer generally involves the mathematics of constrained maximization; that of general equilibrium and the macro economy models often requires the mathematics of simultaneity; for models of bargaining the mathematics of game theory is frequently invoked; and for those of economic growth the use of the mathematics of differential or difference equations is usually a necessity. Because the category in which an explanatory model falls has such an important impact on the building of that model, it is worth considering a taxonomy of model categories in this chapter. There are numerous ways of classifying such models with respect to their assumption content and the general characteristics that that content implies. The classification scheme employed here contains three broad categories defined on the basis of abstract, general criteria that have far-reaching implications for the nature of the models they encompass. Each category is set against one that is diametrically opposed to it.

The categories in the order they will be discussed are as follows: (i) models that adhere to the tenets of methodological individualism (or just individualism) versus models that fall under the umbrella of structuralism, (ii) static models versus dynamic models, and (iii) models that assume certainty with respect to relevant data versus those that recognize and suggest ways of taking uncertainty in relation to those data into account. Also to be reviewed are several sub-categories of models, two with contrasting “opposites,” contained within the above model classes. In particular, dynamic models may be divided into models based on logical time versus opposing models in which time is viewed as historical.

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Publisher: Cambridge University Press
Print publication year: 2017

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  • Categories of Models
  • Donald W. Katzner, University of Massachusetts, Amherst
  • Book: Models, Mathematics, and Methodology in Economic Explanation
  • Online publication: 26 October 2017
  • Chapter DOI: https://doi.org/10.1017/9781108291422.012
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  • Categories of Models
  • Donald W. Katzner, University of Massachusetts, Amherst
  • Book: Models, Mathematics, and Methodology in Economic Explanation
  • Online publication: 26 October 2017
  • Chapter DOI: https://doi.org/10.1017/9781108291422.012
Available formats
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Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Categories of Models
  • Donald W. Katzner, University of Massachusetts, Amherst
  • Book: Models, Mathematics, and Methodology in Economic Explanation
  • Online publication: 26 October 2017
  • Chapter DOI: https://doi.org/10.1017/9781108291422.012
Available formats
×