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  2. Formal Modeling in Social Science

Formal Modeling in Social Science

Carol Mershon and Olga Shvetsova 2019
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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.

 

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ISBN(s)
  • 978-0-472-05423-7 (paper)
  • 978-0-472-07423-5 (hardcover)
  • 978-0-472-12586-9 (ebook)
Subject
  • Political Science:Political Methodology
  • Political Science:Political Theory
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  • Table of Contents

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  • Stats

  • Cover
  • Title Page
  • Copyright Page
  • Dedication
  • Contents
  • Acknowledgments
  • One. Introduction
  • Two. Epistemology
  • Three. Methodology
  • Four. Community Effort
  • Five. Industry Regulation
  • Six. Setting the Agenda to Manipulate the Outcome (with Benjamin Farrer)
  • Seven. Games and Uncertainty in U.S. Criminal Justice Systems (with Andrei Zhirnov)
  • Eight. The Role of Modeling in How We Know What We Know
  • Notes
  • References
  • Author Index
  • Subject Index

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Figure 7.1.1. Figure 7.1.1 depicts a game between two players, prisoners, and guards.

Figure 7.1.1. A game between prisoners and guards

From Chapter 7

Figure 7.1.1. A game between prisoners and guards

Figure 7.1.2. Figure 7.1.2 depicts a compound game between prisoners and guards, representing the guards’ choice to institutionalize strong retaliation as an additional stage in the game.

Figure 7.1.2. A compound game between prisoners and guards

From Chapter 7

Figure 7.1.2. A compound game between prisoners and guards

Figure 7.2. Figure 7.2 depicts a game between the deputies and the federal agents.

Figure 7.2. A game between deputies and federal agents

From Chapter 7

Figure 7.2 A game between deputies and federal agents

Figure 7.3. Figure 7.3 depicts a game between the deputies and the judge.

Figure 7.3. A game between the deputies and the judge

From Chapter 7

Figure 7.3. A game between the deputies and the judge

Figure 7.4. Figure 7.4 retraces the path from one story to the three narratives we have extracted from that story, and then to the three models we have designed. More broadly, this figure illustrates the practical application in this chapter of the epistemological path introduced in chapter 2.

Figure 7.4. From one story to three narratives and then to three models

From Chapter 7

Figure 7.4. From one story to three narratives and then to three models

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