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Item Details
| Title:
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IDENTIFICATION FOR PREDICTION AND DECISION
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| By: |
Charles F. Manski |
| Format: |
Hardback |
| List price:
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£117.95 |
| Our price: |
£94.36 |
| Discount: |
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| You save:
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£23.59 |
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| ISBN 10: |
0674026535 |
| ISBN 13: |
9780674026537 |
| Availability: |
Usually dispatched within 1-3 weeks.
 Delivery
rates
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| Stock: |
Currently 0 available |
| Publisher: |
HARVARD UNIVERSITY PRESS |
| Pub. date: |
14 December, 2007 |
| Pages: |
368 |
| Description: |
Provides an exposition of Charles Manski's methodology for analyzing empirical questions in the social sciences. This book studies prediction with missing or otherwise incomplete data. It also concerns the analysis of treatment response, which aims to predict outcomes when alternative treatment rules are applied to a population. |
| 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 behaviour.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. |
| Illustrations: |
2 line illustrations, 7 tables |
| Publication: |
US |
| Imprint: |
Harvard University Press |
| Returns: |
Returnable |
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