Propensity score analysis : statistical methods and applications

Shenyang Guo; Mark W. Fraser

Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks

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Year of publication:	2010
Authors:	Guo, Shenyang ; Fraser, Mark W.
Publisher:	Los Angeles : Sage
Subject:	Statistische Methode \| Statistical method \| Varianzanalyse \| Analysis of variance \| Kausalanalyse \| Causality analysis \| Experiment \| Statistik \| Anwendung
Description of contents:	Table of Contents [gbv.de]

Extent:	XVIII, 370 S. graph. Darst. 24 cm
Series:	Advanced quantitative techniques in the social sciences : AQT. - Newbury Park, Calif. : Sage Publ., ZDB-ID 1203338-8. - Vol. 12
Type of publication:	Book / Working Paper
Language:	English
Notes:	Literaturverz. S. 335 - 345 Hier auch später erschienene, unveränderte Nachdrucke***Unchanged reprints that were published later are included here Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks.
ISBN:	1-4129-5356-1 ; 978-1-4129-5356-6
Classification:	Methoden und Techniken der Betriebswirtschaft ; Methoden, Techniken und Organisation der sozialwissenschaftlichen Forschung
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10010375604