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This book provides a language and a set of tools for finding bounds on the predictions that social and behavioral scientists can logically make from nonexperimental and experimental data. The 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 nondistinct 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 behavioral 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 giving 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 in depth the fundamental selection problem that arises whenever a scientist tries to predict the effects of treatments on outcomes. He carefully specifies assumptions and develops his nonparametric 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 ranging from the use of experiments to evaluate social programs, to the use of case-control sampling by epidemiologists studying the association of risk factors and disease, to 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 neighborhood and contextual effects.
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Identification Problems In The Social Sciences ~ Identification Problems In The Social Identification Problems in the Social Sciences is a landmark book in social science methodology. No sociologist who takes statistical methods seriously can afford to ignore it. Identification Problems in the Social Sciences: Manski . research and thinking on identification problems in the social sciences.
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Identification Problems in the Social Sciences eBook – PDF ~ Identification Problems in the Social Sciences eBook – PDF Version Author: Charles F. Manski ISBN-13: 978-0674442849 ISBN-10: 0674442849 Length: 194 pages Publisher: Harvard University Press Language: English About Identification Problems in the Social Sciences eBook – PDF Version This book provides a language and a set of tools for finding .
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Identification Problems Soc Science by Charles F. Manski ~ Identification Problems Soc Science book. . This book provides a language and a set of tools for finding bounds on the predictions that social and behavioral scientists can logically make from nonexperimental and experimental data. . If you do empirical work in the social sciences (or any field with similar identification .
Identification Problems in the Social Sciences: Manski ~ Fortunately, Manski's book gives us good directions to follow to solve various practical problems in the future. The book is not a technical manual, but a new philosophy of doing statistics in the social sciences. Regardless of your predispositions, Identification Problems in the Social Sciences is a great book to read.
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Identification Problems in the Social Sciences ~ Identification problems are most severe when the researcher knows little about the population under study and the sampling process yields only weak data on the population. This chapter synthesizes some of my recent research and thinking on identification problems in the social sciences. Four problems are discussed: extrapolation of regres-
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Social Problems: Continuity and Change - Open Textbook Library ~ Social Problems: Continuity and Change is a realistic but motivating look at the many issues that are facing our society today. As this book's subtitle, Continuity and Change, implies, social problems are persistent, but they have also improved in the past and can be improved in the present and future, provided that our nation has the wisdom and will to address them.
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