Computational and Mathematical Modeling in the Social Sciences - Softcover

De Marchi, Scott

Softcover

ISBN 10: 0521619130 ISBN 13: 9780521619134

Publisher: Cambridge University Press, 2005

Synopsis

Mathematical models in the social sciences have become increasingly sophisticated and widespread in the last decade. This period has also seen many critiques, most lamenting the sacrifices incurred in pursuit of mathematical perfection. If, as critics argue, our ability to understand the world has not improved during the mathematization of the social sciences, we might want to adopt a different paradigm. This book examines the three main fields of mathematical modeling--game theory, statistics, and computational methods--and proposes a new framework for modeling.

About this title

Book Description:

This book provides an overview and a critique of mathematical modeling in the social sciences. It covers the three major traditions: game theory, statistics, and computational modeling. Because there are genuine problems with the state of current research, a new framework for conducting research that integrates the three traditions is proposed. Two features of the analysis deserve particular mention. First, the book concentrates on problems in the social sciences that are difficult to solve with current mathematical methods. Second, a special focus of the book is computational modeling, a subject that has not been duly investigates to date.

About the Author:

Scott de Marchi is Assistant Professor of Political Science at Duke University. His work has been funded by the National Science Foundation, and he has published articles in the American Political Science Review, Journal of Politics, Journal of Theoretical Politics and Public Choice. Professor de Marchi was appointed a Fellow-at-Large by the Santa Fe Institute in 1999, and is a faculty member of the Ralph Bunche Summer Institute and the Empirical Implications of Theoretical Models program. His research continues to focus on the field of computational political economy and other mathematical methods, individual decision-making, the presidency, and public policy.

About this edition

• Publisher: Cambridge University Press
• Publication date: 2005
• ISBN 10: 0521619130
• ISBN 13: 9780521619134
• Binding: Paperback
• Number of pages: 220