Causality statistical perspectives and applications /
"This book looks at a broad collection of contributions from experts in their fields"--
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| Other Authors: | , , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Chichester, West Sussex, U.K. :
Wiley,
2012.
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| Series: | Wiley series in probability and statistics.
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| Subjects: | |
| Online Access: | An electronic book accessible through the World Wide Web; click to view |
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| 010 | |z 2011049795 | ||
| 020 | |z 9780470665565 (hardback) | ||
| 020 | |z 9781119945703 (e-book) | ||
| 035 | |a (CaPaEBR)ebr10580236 | ||
| 035 | |a (OCoLC)808345307 | ||
| 040 | |a CaPaEBR |c CaPaEBR | ||
| 050 | 1 | 4 | |a QA276.8 |b .C38 2012eb |
| 082 | 0 | 4 | |a 519.5/44 |2 23 |
| 245 | 0 | 0 | |a Causality |h [electronic resource] : |b statistical perspectives and applications / |c edited by Carlo Berzuini, Philip Dawid, Luisa Bernardinelli. |
| 260 | |a Chichester, West Sussex, U.K. : |b Wiley, |c 2012. | ||
| 300 | |a xxv, 377 p. : |b ill. | ||
| 490 | 1 | |a Wiley series in probability and statistics | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Statistical causality : some historical remarks -- The language of potential outcomes -- Structural equations, graphs and interventions -- The decision-theoretic approach to causal -- Causal inference as a prediction problem : assumptions, identification, and evidence synthesis -- Graph-based criteria of identifiability of causal questions -- Causal inference from observational data : a Bayesian predictive approach -- Causal inference from observing sequences of actions -- Causal effects and natural laws : towards a conceptualization of causal counterfactuals -- For non-manipulable exposures, with application to the effects of race and sex -- Cross-classifications by joint potential outcomes -- Estimation of direct and indirect effects -- The mediation formula : a guide to the assessment of causal pathways in nonlinear models -- The sufficient cause framework in statistics, philosophy and the biomedical and social sciences -- Inference about biological mechanism on the basis of epidemiological data -- Ion channels and multiple sclerosis -- Supplementary variables for causal estimation -- Time-varying confounding : some practical considerations in a likelihood framework -- Natural experiments as a means of testing causal inferences -- Nonreactive and purely reactive doses in observational studies -- Evaluation of potential mediators in randomized trials of complex interventions (psychotherapies) -- Causal inference in clinical trials -- Granger causality and causal inference in time series analysis -- Dynamic molecular networks and mechanisms iIn the biosciences : a statistical framework. | |
| 520 | |a "This book looks at a broad collection of contributions from experts in their fields"-- |c Provided by publisher. | ||
| 533 | |a Electronic reproduction. |b Palo Alto, Calif. : |c ebrary, |d 2013. |n Available via World Wide Web. |n Access may be limited to ebrary affiliated libraries. | ||
| 650 | 0 | |a Estimation theory. | |
| 650 | 0 | |a Causation. | |
| 650 | 0 | |a Causality (Physics) | |
| 655 | 7 | |a Electronic books. |2 local | |
| 700 | 1 | |a Berzuini, Carlo. | |
| 700 | 1 | |a Dawid, Philip. | |
| 700 | 1 | |a Bernardinelli, Luisa. | |
| 710 | 2 | |a ebrary, Inc. | |
| 830 | 0 | |a Wiley series in probability and statistics. | |
| 856 | 4 | 0 | |u http://site.ebrary.com/lib/daystar/Doc?id=10580236 |z An electronic book accessible through the World Wide Web; click to view |
| 908 | |a 170314 | ||
| 942 | 0 | 0 | |c EB |
| 999 | |c 141472 |d 141472 | ||