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- 2011049795 contributor B12158334.
- 2011049795 contributor B12158335.
- 2011049795 created "2012.".
- 2011049795 date "2012".
- 2011049795 date "2012.".
- 2011049795 dateCopyrighted "2012.".
- 2011049795 description "Includes bibliographical references and index.".
- 2011049795 description "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.".
- 2011049795 extent "xxv, 375 p. :".
- 2011049795 identifier "9780470665565 (hardback)".
- 2011049795 isPartOf "Wiley series in probability and statistics".
- 2011049795 issued "2012".
- 2011049795 issued "2012.".
- 2011049795 language "eng".
- 2011049795 publisher "Hoboken, N.J. : Wiley,".
- 2011049795 subject "519.5/44 23".
- 2011049795 subject "Causality (Physics)".
- 2011049795 subject "Causation.".
- 2011049795 subject "Estimation theory.".
- 2011049795 subject "MATHEMATICS / Probability & Statistics / General. bisacsh".
- 2011049795 subject "QA276.8 .B475 2012".
- 2011049795 tableOfContents "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.".
- 2011049795 title "Causality : statistical perspectives and applications / Carlo Berzuini, Philip Dawid, Luisa Bernardinelli.".
- 2011049795 type "text".