04709cam a2200841 a 4500 ocn772611169 OCoLC 20171115123256.0 m o d cr |n||||||||| 120111s2012 nju ob 001 0 eng 2012001517 9781119941736 (epub) 1119941733 (epub) 9781119945703 (pdf) 1119945704 (pdf) 9781119941743 (mobi) 1119941741 (mobi) 9781119945710 (electronic bk.) 1119945712 (electronic bk.) 0470665564 9780470665565 9780470665565 (hardback) 9786613656162 AU@ 000048454835 AU@ 000052905001 CHNEW 000619392 DEBBG BV040887623 DEBSZ 397314809 DEBSZ 425885313 DEBSZ 431146381 DKDLA 820120-katalog:000599854 NZ1 14517733 DEBSZ 44930390X DEBBG BV043393974 (OCoLC)772611169 (OCoLC)802330626 (OCoLC)808345307 365616 MIL 4BA3A1AD-594C-4B71-AF91-82C03E85DEE4 OverDrive, Inc. http://www.overdrive.com DLC eng pn DLC YDX EBLCP N$T UIU YDXCP WAU CDX TEFOD OCLCF DEBSZ DG1 E7B DEBBG DKDLA TEFOD OCLCQ pcc MAIN QA276.8 MAT 029000 bisacsh 519.5/44 23 MAT029000 bisacsh Berzuini, Carlo. Causality : statistical perspectives and applications / Carlo Berzuini, Philip Dawid, Luisa Bernardinelli. [electronic resource] Hoboken, N.J. : Wiley, 2012. 1 online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier Wiley series in probability and statistics Includes bibliographical references and index. 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. "This book looks at a broad collection of contributions from experts in their fields"-- Provided by publisher. Print version record and CIP data provided by publisher. Estimation theory. Causation. Causality (Physics) MATHEMATICS Probability & Statistics General. bisacsh Causality (Physics) fast (OCoLC)fst00849827 Causation. fast (OCoLC)fst00849829 Estimation theory. fast (OCoLC)fst00915531 Electronic books. Electronic books. Dawid, Philip. Bernardinelli, Luisa. Print version: Berzuini, Carlo. Causality. Hoboken, N.J. : Wiley, 2012 9780470665565 (DLC) 2011049795 Wiley series in probability and statistics. http://onlinelibrary.wiley.com/book/10.1002/9781119945710 Wiley Online Library ddc BK 205487 205487