Causality [electronic resource] statistical perspectives and applications / Carlo Berzuini, Philip Dawid, Luisa Bernardinelli.
"This book looks at a broad collection of contributions from experts in their fields"--
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| Other Authors: | |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley,
2012.
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| Series: | Wiley series in probability and statistics
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| Subjects: | |
| Online Access: | |
| Variant Title: |
Causality: Statistical Perspectives and Applications |
| Format: | Electronic eBook |
MARC
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| 020 | |z 9780470665565 | ||
| 020 | |a 9781119941736 (online) | ||
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| 050 | 0 | 0 | |a QA276.8 |
| 100 | 1 | |a Berzuini, Carlo. | |
| 245 | 1 | 0 | |a Causality |h [electronic resource] |b statistical perspectives and applications / |c Carlo Berzuini, Philip Dawid, Luisa Bernardinelli. |
| 246 | 2 | |a Causality: Statistical Perspectives and Applications | |
| 260 | |a Hoboken, N.J. : |b Wiley, |c 2012. | ||
| 490 | 0 | |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. | ||
| 650 | 0 | |a Estimation theory. | |
| 650 | 0 | |a Causation. | |
| 650 | 0 | |a Causality (Physics) | |
| 700 | 1 | |a Dawid, Philip. | |
| 700 | 1 | |a Bernardinelli, Luisa. | |
| 773 | 0 | |t ProQuest Ebook Central - Academic Complete |d ProQuest Info & Learning Co | |
| 773 | 0 | |t Wiley Obooks 2011 to Present |d Wiley | |
| 773 | 0 | |t Wiley-Blackwell Online Books 2012 (BTAA) |d Wiley | |
| 776 | 0 | 8 | |i Print version: |a Berzuini, Carlo. |t Causality |d Hoboken, N.J. : Wiley, 2012 |z 9780470665565 (hardback) |w (DLC) 2011049795 |
| 856 | 4 | 0 | |y Access Content Online(from ProQuest Ebook Central - Academic Complete) |u https://ezproxy.msu.edu/login?url=https://ebookcentral.proquest.com/lib/michstate-ebooks/detail.action?docID=927597 |z ProQuest Ebook Central - Academic Complete: 2012 |
| 856 | 4 | 0 | |y Access Content Online(from Wiley Obooks 2011 to Present) |u https://ezproxy.msu.edu/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119945710 |z Wiley Obooks 2011 to Present: 2012 |
| 856 | 4 | 0 | |y Access Content Online(from Wiley-Blackwell Online Books 2012 (BTAA)) |u https://ezproxy.msu.edu/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119945710 |z Wiley-Blackwell Online Books 2012 (BTAA): 2012 |