Identification for Prediction and Decision - Hardcover

Manski, Charles F.

Hardcover

ISBN 10: 0674026535 ISBN 13: 9780674026537

Publisher: Harvard University Press, 2008

Synopsis

This book is a full-scale exposition of Charles Manski's new methodology for analyzing empirical questions in the social sciences. He recommends that researchers first ask what can be learned from data alone, and then ask what can be learned when data are combined with credible weak assumptions. Inferences predicated on weak assumptions, he argues, can achieve wide consensus, while ones that require strong assumptions almost inevitably are subject to sharp disagreements.

Building on the foundation laid in the author's Identification Problems in the Social Sciences (Harvard, 1995), the book's fifteen chapters are organized in three parts. Part I studies prediction with missing or otherwise incomplete data. Part II concerns the analysis of treatment response, which aims to predict outcomes when alternative treatment rules are applied to a population. Part III studies prediction of choice behavior.

Each chapter juxtaposes developments of methodology with empirical or numerical illustrations. The book employs a simple notation and mathematical apparatus, using only basic elements of probability theory.

About this title

About the Author

Charles F. Manski is Board of Trustees Professor of Economics at Northwestern University.

Review

“More than anyone else, Charles Manski has changed the way we think about identification. This book contains the most comprehensive discussion of his work in this area. It is a must-read for everybody interested in identification, and there isn't an empirical economist or econometrician who can afford not to be.”―Guido Imbens, Harvard University

“Charles Manski is a highly original and influential voice in econometrics. His work on partial identification and nonparametric bounds now holds a central position in many areas of theoretical and applied research. This comprehensive yet accessible text brings together the author's research on incomplete data, on treatment response and on choice behavior. It is an important contribution to our knowledge and will stand as a key reference for students and researchers for years to come.”―Richard Blundell, University College London

About this edition

• Publisher: Harvard University Press
• Publication date: 2008
• ISBN 10: 0674026535
• ISBN 13: 9780674026537
• Binding: Hardcover
• Language: English
• Number of pages: 368