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Propensity score analysis : statistical methods and applications / Shenyang Guo, Washington University in St. Louis, Mark W. Fraser, University of North Carolina at Chapel Hill.

By: Guo, Shenyang [author.]Contributor(s): Fraser, Mark W, 1946- [author.]Material type: Text

TextSeries: Advanced quantitative techniques in the social sciences ; 11Publication details: London: Sage, 2015Edition: Second editionDescription: xxiv, 421 pages : illustrations (some color) ; 24 cmISBN: 9781452235004 (hardcover : acidfree paper); 1452235007 (hardcover : acidfree paper)Subject(s): Social sciences -- Statistical methods | Analysis of varianceDDC classification: 519.5/3 LOC classification: HA29 | GUO 2015

Contents:

Introduction -- Counterfactual 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.

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Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Books in General collection	Mzuzu University Library and Learning Resources Centre	HA 29 GUO 2015 (Browse shelf (Opens below))	-014820	Checked out	18/07/2021	MzULM-014820

Includes bibliographical references (pages 395-408) and index.

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Propensity score analysis : statistical methods and applications / Shenyang Guo, Washington University in St. Louis, Mark W. Fraser, University of North Carolina at Chapel Hill.

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