Causality statistical perspectives and applications /
"This book looks at a broad collection of contributions from experts in their fields"--
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Autor Corporativo: | |
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Otros Autores: | , , |
Formato: | Electrónico eBook |
Lenguaje: | inglés |
Publicado: |
Chichester, West Sussex, U.K. :
Wiley,
2012.
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Colección: | Wiley series in probability and statistics.
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Materias: | |
Acceso en línea: | An electronic book accessible through the World Wide Web; click to view |
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008 | 120111s2012 enka sb 001 0 eng d | ||
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 |