Propensity score analysis : statistical methods and applications / Created by Shenyang Guo, Washington University in St. Louis and 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: Los Angeles Sage 2015Edition: Second editionDescription: 421 pages : illustrations (some color) ; 24 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781452235004 (hardcover : acidfree paper)
1452235007 (hardcover : acidfree paper)

Subject(s):

LOC classification:

HA29

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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Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Book	Main Library Open Shelf	HA29 GUO (Browse shelf(Opens below))	149830	Available		BK136553

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

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