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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: Contributor(s): Material type: TextTextSeries: Advanced quantitative techniques in the social sciences ; 11Publication details: London: Sage, 2015.Edition: Second editionDescription: xxiv, 421 pages : illustrations (some color) ; 24 cmISBN:
  • 9781452235004 (hardcover : acidfree paper)
  • 1452235007 (hardcover : acidfree paper)
Subject(s): DDC classification:
  • 519.5/3 23
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 Barcode
Books in General collection Books in General collection Mzuzu University Library and Learning Resources Centre HA 29 GUO 2015 (Browse shelf(Opens below)) -014820 Available MzULM-014820

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

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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