Propensity score analysis
Subtitle: statistical methods and applications
By: Shenyang Guo, Mark W. Fraser.
Contributors: Fraser, Mark W., 1946-
Series: Advanced quantitative techniques in the social sciences -- v. 11
Publisher: Sage Publications; SAGE Publications, Inc; Brand: SAGE Publications, Inc
Published: 2010
Place of publication: Thousand Oaks, Calif
Language: eng
Number of pages: 392
ISBN-13: 9781412953566
Subjects: Social sciences -- Statistical methods; Analysis of variance
Notes: Includes bibliographical references and index.
Table of contents: title: Counterfactual framework and assumptions; title: Conventional methods for data balancing; title: Sample selection and related models; title: Propensity score matching and related models; title: Matching estimators; title: Propensity score analysis with nonparametric regression; title: Selection bias and sensitivity analysis; title: Concluding remarks.