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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Soziologie Politische Soziologie Causal Analysis in Population Studies
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Causal Analysis in Population Studies
(Broschiert, Englisch)
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Beschreibung
The central aim of many studies in population research and demography is to explain cause-effect relationships among variables or events. For decades, population scientists have concentrated their efforts on estimating the ‘causes of effects’ by applying standard cross-sectional and dynamic regression techniques, with regression coefficients routinely being understood as estimates of causal… effects. The standard approach to infer the ‘effects of causes’ in natural sciences and in psychology is to conduct randomized experiments. In population studies, experimental designs are generally infeasible. In population studies, most research is based on non-experimental designs (observational or survey designs) and rarely on quasi experiments or natural experiments. Using non-experimental designs to infer causal relationships—i.e. relationships that can ultimately inform policies or interventions—is a complex undertaking. Specifically, treatment effects can be inferred from non-experimental data with a counterfactual approach. In this counterfactual perspective, causal effects are defined as the difference between the potential outcome irrespective of whether or not an individual had received a certain treatment (or experienced a certain cause). The counterfactual approach to estimate effects of causes from quasi-experimental data or from observational studies was first proposed by Rubin in 1974 and further developed by James Heckman and others. This book presents both theoretical contributions and empirical applications of the counterfactual approach to causal inference. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
28.10.2010
Sprache
Englisch
EAN
9789048182329
Herausgeber
Springer Netherland
Serien- oder Bandtitel
The Springer Series on Demographic Methods and Population Analysis
Sonderedition
Nein
Seitenanzahl
252
Einbandart
Broschiert
Buch Untertitel
Concepts, Methods, Applications
Schlagwörter
Causal Analysis, Causal effects, Counterfactual Approach, Demographic Processes, Demography, Econometrics, Non-experimental Data, Population Research, Population Studies, Social Sciences
Thema-Inhalt
JHBD - Bevölkerung und Demographie
JHB - Soziologie
JHBC - Sozialforschung und -statistik
J - Gesellschaft und Sozialwissenschaften
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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