Causality : statistical perspectives and applications /
"This book looks at a broad collection of contributions from experts in their fields"--
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| Outros Autores: | , , |
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| Formato: | Recurso Electrónico livro electrónico |
| Idioma: | inglês |
| Publicado em: |
Chichester, West Sussex, U.K. :
Wiley,
2012.
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| Colecção: | Wiley series in probability and statistics.
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| Assuntos: | |
| Acesso em linha: | https://biblioteca.ues.edu.sv/acceso/elibro/?url=https%3A%2F%2Felibro.net%2Fereader%2Fbiblioues/185814 Ver en el OPAC |
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MARC
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| 050 | 4 | |a QA276.8 |b .C38 2012 | |
| 082 | 0 | 4 | |a 519.5/44 |2 23 |
| 245 | 0 | 0 | |a Causality : |b statistical perspectives and applications / |c edited by Carlo Berzuini, Philip Dawid, Luisa Bernardinelli. |
| 264 | 1 | |a Chichester, West Sussex, U.K. : |b Wiley, |c 2012. | |
| 300 | |a xxv, 377 p. : |b ill. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file |2 rda | ||
| 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. | ||
| 588 | |a Description based on metadata supplied by the publisher and other sources. | ||
| 590 | |a Electronic resource. Santa Fe, Argentina: elibro, 2025. Available via the World Wide Web. Access may be limited to libraries affiliated with elibro. | ||
| 650 | 0 | |a Estimation theory. | |
| 650 | 0 | |a Causation. | |
| 650 | 0 | |a Causality (Physics) | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Berzuini, Carlo. | |
| 700 | 1 | |a Dawid, Philip. | |
| 700 | 1 | |a Bernardinelli, Luisa. | |
| 797 | 2 | |a elibro, Corp. | |
| 830 | 0 | |a Wiley series in probability and statistics. | |
| 856 | 4 | 0 | |u https://biblioteca.ues.edu.sv/acceso/elibro/?url=https%3A%2F%2Felibro.net%2Fereader%2Fbiblioues/185814 |