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Counterfactuals and causal inference...

Morgan, Stephen L. (1971-)

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Counterfactuals and causal inference : = methods and principles for social research /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Counterfactuals and causal inference :/ Stephen L. Morgan and Christopher Winship.
其他題名:	methods and principles for social research /
作者:	Morgan, Stephen L.
其他作者:	Winship, Christopher.
出版者:	New York :Cambridge University Press, : 2007.,
面頁冊數:	xiii, 319 p. :ill. ;23 cm.
內容註:	Part I. Counterfactual Causality and Empirical Research in the Social Sciences -- 1. Introduction -- 2. The counterfactual model; Part II. Estimating Causal Effects by Conditioning -- 3. Causal graphs, identification, and models of causal exposure -- 4. Matching estimators of causal effects -- 5. Regression estimators of causal effects -- Part III. Estimating Causal Effects When Simple Conditioning is Ineffective -- 6. Identification in the absence of a complete model of causal exposure -- 7. Natural experiments and instrumental variables -- 8. Mechanisms and causal explanation -- 9. Repeated observations and the estimation of causal effects -- Part IV. Conclusions -- 10. Counterfactual causality and future empirical research in the social sciences.
標題:	Social sciences - Research. -
電子資源:	http://catdir.loc.gov/catdir/toc/ecip078/2006103449.html
電子資源:	http://catdir.loc.gov/catdir/enhancements/fy0729/2006103449-d.html
電子資源:	http://catdir.loc.gov/catdir/enhancements/fy0729/2006103449-b.html
ISBN:	9780521856157 (hardback)

Counterfactuals and causal inference : = methods and principles for social research /
Morgan, Stephen L.1971-

Counterfactuals and causal inference :methods and principles for social research /Stephen L. Morgan and Christopher Winship. - New York :Cambridge University Press,2007. - xiii, 319 p. :ill. ;23 cm. - Analytical methods for social research. - Analytical methods for social research..

Includes bibliographical references (p. 291-316) and index.

Part I. Counterfactual Causality and Empirical Research in the Social Sciences -- 1. Introduction -- 2. The counterfactual model; Part II. Estimating Causal Effects by Conditioning -- 3. Causal graphs, identification, and models of causal exposure -- 4. Matching estimators of causal effects -- 5. Regression estimators of causal effects -- Part III. Estimating Causal Effects When Simple Conditioning is Ineffective -- 6. Identification in the absence of a complete model of causal exposure -- 7. Natural experiments and instrumental variables -- 8. Mechanisms and causal explanation -- 9. Repeated observations and the estimation of causal effects -- Part IV. Conclusions -- 10. Counterfactual causality and future empirical research in the social sciences.

"In this book, the counterfactual model of causality for observational data analysis is presented, and methods for causal effect estimation are demonstrated using examples from sociology, political science, and economics."--Jacket.

ISBN: 9780521856157 (hardback)

LCCN: 2006103449Subjects--Topical Terms:

519194
Social sciences
--Research.

LC Class. No.: H62 / .M646 2007

Dewey Class. No.: 300.72

Counterfactuals and causal inference : = methods and principles for social research /
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