Call Boomerang Books 1300 36 33 32

Description - Identification Problems in the Social Sciences by Charles F. Manski

This text provides a language and a set of tools for finding bounds on the predictions that social and behavioural scientists can logically make from non-experimental and experimental data. Economist Charles Manski draws on examples from criminology, demography, epidemiology, social psychology and sociology as well as economics to illustrate this language and to demonstrate the broad usefulness of the tools. There are many traditional ways to present identification problems in econometrics, sociology and psychometrics. Some of these are primarily statistical in nature, using concepts such as flat likelihood functions and non-distinct parameter estimates. Manski's strategy is to divorce identification from purely statistical concepts and to present the logic of identification analysis in ways that are accessible to a wide audience in the social and behavioural sciences. In each case problems are motivated by real examples with real policy importance, the mathematics is kept to a minimum, and the deductions on identifiability are derived providing fresh insights. Manski begins with the conceptual problem of extrapolating predictions from one population to some new population or to the future. He then analyzes the fundamental selection problem that arises whenever a scientist tries to predict the effects of treatments on outcomes. He specifies assumptions and develops his non-parametric methods of bounding predictions. Manski shows how these tools should be used to investigate common problems such as predicting the effect of family structure on children's outcomes and the effect of policing on crime rates. Successive chapters deal with topics such as the use of experiments to evaluate social programmes, the use of case-control sampling by epidemiologists studying the association of risk factors and disease and the use of intentions data by demographers seeking to predict future fertility. The book closes by examining two central identification problems in the analysis of social interactions: the classical simultaneity problem of econometrics and the reflection problem faced in analyses of neighbourhood and contextual effects.

Buy Identification Problems in the Social Sciences by Charles F. Manski from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9780674442849
ISBN-10: 0674442849
Format: Paperback
(222mm x 143mm x mm)
Pages: 194
Imprint: Harvard University Press
Publisher: Harvard University Press
Publish Date: 15-Mar-1999
Country of Publication: United States

Other Editions - Identification Problems in the Social Sciences by Charles F. Manski

Book Reviews - Identification Problems in the Social Sciences by Charles F. Manski

» Have you read this book? We'd like to know what you think about it - write a review about Identification Problems in the Social Sciences book by Charles F. Manski and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)

Write Review


Author Biography - Charles F. Manski

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

Books By Charles F. Manski

Public Policy in an Uncertain World by Charles F. Manski
Hardback, February 2013
$70.20
Identification for Prediction and Decision by Charles F. Manski
Hardback, December 2007
$118.80
Economics to Econometrics by Charles F. Manski
Hardback, October 2007
$136.76