Formal Modeling in Social Science

Formal Modeling in Social Science
Author: Carol Mershon
Publisher: University of Michigan Press
Total Pages: 257
Release: 2019-09-03
Genre: Political Science
ISBN: 0472125869

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A formal model in the social sciences builds explanations when it structures the reasoning underlying a theoretical argument, opens venues for controlled experimentation, and can lead to hypotheses. Yet more importantly, models evaluate theory, build theory, and enhance conjectures. Formal Modeling in Social Science addresses the varied helpful roles of formal models and goes further to take up more fundamental considerations of epistemology and methodology. The authors integrate the exposition of the epistemology and the methodology of modeling and argue that these two reinforce each other. They illustrate the process of designing an original model suited to the puzzle at hand, using multiple methods in diverse substantive areas of inquiry. The authors also emphasize the crucial, though underappreciated, role of a narrative in the progression from theory to model. Transparency of assumptions and steps in a model means that any analyst will reach equivalent predictions whenever she replicates the argument. Hence, models enable theoretical replication, essential in the accumulation of knowledge. Formal Modeling in Social Science speaks to scholars in different career stages and disciplines and with varying expertise in modeling.


Formal Modeling in Social Science
Language: en
Pages: 257
Authors: Carol Mershon
Categories: Political Science
Type: BOOK - Published: 2019-09-03 - Publisher: University of Michigan Press

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A formal model in the social sciences builds explanations when it structures the reasoning underlying a theoretical argument, opens venues for controlled experi
Modelling and Simulation in the Social Sciences from the Philosophy of Science Point of View
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Pages: 332
Authors: R. Hegselmann
Categories: Social Science
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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Model building in the social sciences can increasingly rely on well elaborated formal theories. At the same time inexpensive large computational capacities are
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Language: en
Pages: 232
Authors: Scott de Marchi
Categories: Business & Economics
Type: BOOK - Published: 2005-08-15 - Publisher: Cambridge University Press

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Offers an overview of mathematical modeling concentrating on game theory, statistics and computational modeling.
Causal Models in the Social Sciences
Language: en
Pages: 448
Authors: H. M. Blalock, Jr.
Categories: Social Science
Type: BOOK - Published: 2011-12-31 - Publisher: Transaction Publishers

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Causal models are formal theories stating the relationships between precisely defined variables, and have become an indispensable tool of the social scientist.
Causal Models in the Social Sciences
Language: en
Pages: 462
Authors: Hubert M. Blalock
Categories: Business & Economics
Type: BOOK - Published: 1985 - Publisher: Transaction Publishers

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Causal models are formal theories stating the relationships between precisely defined variables, and have become an indispensable tool of the social scientist.