Overview
"Economists have long sought to learn the effect of a ""treatment"" on some outcome of interest, just as doctors do with their patients. A central practical objective of research on treatment response is to provide decision makers with information useful in choosing treatments. Often the decision maker is a social planner who must choose treatments for a heterogeneous population--for example, a physician choosing medical treatments for diverse patients or a judge choosing sentences for convicted offenders. But research on treatment response rarely provides all the information that planners would like to have. How then should planners use the available evidence to choose treatments? This book addresses key aspects of this broad question, exploring and partially resolving pervasive problems of identification and statistical inference that arise when studying treatment response and making treatment choices. Charles Manski addresses the treatment-choice problem directly using Abraham Wald's statistical decision theory, taking into account the ambiguity that arises from identification problems under weak but justifiable assumptions.The book unifies and further develops the influential line of research the author began in the late 1990s.It will be a valuable resource to researchers and upper-level graduate students in economics as well as other social sciences, statistics, epidemiology and related areas of public health, and operations research."
Full Product Details
Author: Charles F. Manski
Publisher: Princeton University Press
Imprint: Princeton University Press
Dimensions:
Width: 14.00cm
, Height: 0.90cm
, Length: 21.60cm
Weight: 0.028kg
ISBN: 9780691121536
ISBN 10: 0691121532
Pages: 128
Publication Date: 30 October 2005
Audience:
Professional and scholarly
,
College/higher education
,
Professional & Vocational
,
Tertiary & Higher Education
Format: Hardback
Publisher's Status: Active
Availability: Manufactured on demand
We will order this item for you from a manufactured on demand supplier.
Language: English
Reviews
The book's strength lies in its complete presentation, up to this point, of the research in this area, and identification of the central areas of the problem (selection and sample data) that make the problem challenging. In addition, and perhaps most importantly, the book unites relevant research in a coherent and logical way that will serve interested researchers well. -- Ben Alamar Journal of the American Statistical Association
The book's strength lies in its complete presentation, up to this point, of the research in this area, and identification of the central areas of the problem (selection and sample data) that make the problem challenging. In addition, and perhaps most importantly, the book unites relevant research in a coherent and logical way that will serve interested researchers well. -- Ben Alamar, Journal of the American Statistical Association
Author Information
Charles F. Manski is Board of Trustees Professor of Economics at Northwestern University. He is the author of four books, including Partial Identification of Probability Distributions and Identification Problems in the Social Sciences.
