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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 /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Counterfactuals and causal inference :/ Stephen L. Morgan and Christopher Winship.
Reminder of title:
methods and principles for social research /
Author:
Morgan, Stephen L.
other author:
Winship, Christopher.
Published:
New York :Cambridge University Press, : 2007.,
Description:
xiii, 319 p. :ill. ;23 cm.
[NT 15003449]:
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.
Subject:
Social sciences - Research. -
Online resource:
http://catdir.loc.gov/catdir/toc/ecip078/2006103449.html
Online resource:
http://catdir.loc.gov/catdir/enhancements/fy0729/2006103449-d.html
Online resource:
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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