Propensity score analysis : statistical methods and applications

Propensity score analysis statistical methods and applications

IntroductionCounterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Propensity score subclassification -- Propensity score weighting -- Matching estimators -- Propensity score analys...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Guo, Shenyang (VerfasserIn)
Weitere Verfasser: Fraser, Mark W. (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Los Angeles, London, New Delhi, Singapore SAGE 2015
Ausgabe:2nd edition
Schriftenreihe:Advanced quantitative techniques in the social sciences 11
Schlagworte:
Social sciences > Statistical methods > Analysis of variance > Statistik > Anwendung
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Beschreibung
Zusammenfassung:IntroductionCounterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Propensity score subclassification -- Propensity score weighting -- Matching estimators -- Propensity score analysis with nonparametric regression -- Propensity score analysis of categorical or continuous treatments -- Selection bias and sensitivity analysis -- Concluding remarks.
Beschreibung:Literaturverzeichnis: Seiten 395-408
Beschreibung:xxiv, 421 Seiten
Diagramme
24 cm
ISBN:9781452235004
978-1-4522-3500-4