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Propensity score analysis :

By: Contributor(s): Material type: TextTextSeries: Advanced quantitative techniques in the social sciencesEdition: Second editionDescription: xxiv, 421 pages : illustrations (some color)ISBN:
  • 9781452235004 (hardcover : acidfree paper)
  • 1452235007 (hardcover : acidfree paper)
Subject(s): LOC classification:
  • MED HA29 .G91775
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 Collection Call number Status Barcode
Books Books Directorate of Library Services Special Reserve Collection Shelf #2 MED HA29.G91775 (Browse shelf(Opens below)) Available 000000117426

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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