A Solution to the Ecological Inference Problem: Reconstructing Individual Behavior from Aggregate Data

Author:   Gary King
Publisher:   Princeton University Press
ISBN:  

9780691012407


Pages:   346
Publication Date:   06 April 1997
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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A Solution to the Ecological Inference Problem: Reconstructing Individual Behavior from Aggregate Data


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Overview

This text aims to provide a solution to the ecological inference problem, which has plagued users of statistical methods for over 75 years: How can researchers reliably infer individual-level behaviour from aggregate (ecological) data? In political science, this question arises when individual-level surveys are unavailable (for instance, local or comparative electoral politics), unreliable (racial politics), insufficient (political geography), or infeasible (political history). This ecological inference problem also confronts researchers in numerous areas of major significance in public policy and other academic disciplines, ranging from epidemiology and marketing to sociology and quantitative history. The book begins with a qualitative overview, readable even by those without a statistical background. It then unifies the apparently diverse findings in the methodological literature, so that only one aggregation problem remains to be solved. Finally, the author presents his solution, as well as empirical evaluations of the solution that include over 16,000 comparisons of his estimates from real aggregate data to the known individual-level answer.

Full Product Details

Author:   Gary King
Publisher:   Princeton University Press
Imprint:   Princeton University Press
Dimensions:   Width: 19.70cm , Height: 2.30cm , Length: 25.40cm
Weight:   0.539kg
ISBN:  

9780691012407


ISBN 10:   0691012407
Pages:   346
Publication Date:   06 April 1997
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.
Language:   English

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Reviews

For decades, market researchers and statisticians have lamented their inability to deduce individual behavior from data on groups. But Gary King ...has come up with a formula that finally cracks this nut. -- Business Week


For decades, market researchers and statisticians have lamented their inability to deduce individual behavior from data on groups. But Gary King ...has come up with a formula that finally cracks this nut. -- Business Week


For decades, market researchers and statisticians have lamented their inability to deduce individual behavior from data on groups. But Gary King . . .has come up with a formula that finally cracks this nut. --Business Week


For decades, market researchers and statisticians have lamented their inability to deduce individual behavior from data on groups. But Gary King ...has come up with a formula that finally cracks this nut. Business Week


Author Information

Gary King is Professor of Government at Harvard University. He has authored and coauthored numerous journal articles and books in the field of political methodology, including Designing Social Inquiry: Scientific Inference in Qualitative Research (Princeton).

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