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Propensity score analysis : statistical methods and applications
서명 / 저자 Propensity score analysis : statistical methods and applications / Shenyang Guo & Mark W. Fraser.
저자명 Fraser, Mark W;Guo, Shenyang.
판사항 2nd ed.
발행사항 Los Angeles : SAGE, 2015.
총서명 Advanced quantitative techniques in the social sciences

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5117631

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학술문화관(도서관)4층 인문사회도서(H,N)

HA29 .G91775 2014

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청구기호 HA29 .G91775 2014
형태사항 xxiv, 421 p. : ill. ; 24 cm.
언어 English
서지주기 Includes bibliographical references and index.
내용 1, Introduction. - 2, Counterfactual framework and assumptions. - 3, Conventional methods for data balancing. - 4, Sample selection and related models. - 5, Propensity score matching and related models. - 6, Propensity score subclassification. - 7, Propensity score weighting. - 8, Matching estimators. - 9, Propensity score analysis with nonparametric regression. - 10, Propensity score analysis of categorical or continuous treatments. - 11, Selection bias and sensitivity analysis. - 12, Concluding remarks.
주제 Social sciences --Statistical methods.
Analysis of variance.
LCCN 2014008147
ISBN 9781452235004 (hbk.)
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