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Propensity score analysis :
Material type:
TextSeries: Advanced quantitative techniques in the social sciencesEdition: Second editionDescription: xxiv, 421 pages : illustrations (some color)ISBN: - 9781452235004 (hardcover : acidfree paper)
- 1452235007 (hardcover : acidfree paper)
- 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.
| Item type | Current library | Collection | Call number | Status | Barcode | |
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Books
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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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