Propensity score analysis : statistical methods and applications / Shenyang Guo, Mark W. Fraser.
By: Guo, Shenyang.
Contributor(s): Fraser, Mark W
.
Series: Advanced quantitative techniques in the social sciences series: v. 12.Publisher: Los Angeles ;London : SAGE, c2010Description: xviii, 370 p. : ill. ; 24 cm.ISBN: 9781412953566 (hbk.); 1412953561 (hbk.).Subject(s): Social sciences -- Statistical methods | Analysis of varianceDDC classification: 519.53
Contents:
Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks.
| Item type | Current location | Call number | Copy number | Status | Notes | Date due | Barcode | Remark |
|---|---|---|---|---|---|---|---|---|
| Main Collection | TU External Storage-LCS | 519.53 GUO 2010 (Browse shelf) | 1 | Available | GENLS,GENLS,03,GR | 5000128148 | Please fill up online form at https://taylorslibrary.taylors.edu.my/services/external_storage1 |
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| 519.53 ACZ Complete business statistics / | 519.53 ACZ Complete business statistics / | 519.53 CLU 2011 Cluster analysis / | 519.53 GUO 2010 Propensity score analysis : | 519.53 KEL 2015 Using Mplus for structural equation modeling : | 519.53 KEM Business statistics demystified : | 519.53 SCH 2010 A beginner's guide to structural equation modeling / |
Includes bibliographical references (p. 335-345) and indexes.
Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks.