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049 | _aMAIN | ||
100 | 1 | _aBerzuini, Carlo. | |
245 | 1 | 0 |
_aCausality : _bstatistical perspectives and applications / _cCarlo Berzuini, Philip Dawid, Luisa Bernardinelli. |
260 |
_aHoboken, N.J. : _bWiley, _c2012. |
||
300 | _a1 online resource. | ||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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490 | 1 | _aWiley series in probability and statistics | |
520 |
_a"This book looks at a broad collection of contributions from experts in their fields"-- _cProvided by publisher. |
||
504 | _aIncludes bibliographical references and index. | ||
505 | 0 | _aStatistical 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. | |
588 | 0 | _aPrint version record and CIP data provided by publisher. | |
650 | 0 | _aEstimation theory. | |
650 | 0 | _aCausation. | |
650 | 0 | _aCausality (Physics) | |
650 | 7 |
_aMATHEMATICS _xProbability & Statistics _xGeneral. _2bisacsh |
|
650 | 7 |
_aCausality (Physics) _2fast _0(OCoLC)fst00849827 |
|
650 | 7 |
_aCausation. _2fast _0(OCoLC)fst00849829 |
|
650 | 7 |
_aEstimation theory. _2fast _0(OCoLC)fst00915531 |
|
655 | 4 | _aElectronic books. | |
655 | 0 | _aElectronic books. | |
700 | 1 | _aDawid, Philip. | |
700 | 1 | _aBernardinelli, Luisa. | |
776 | 0 | 8 |
_iPrint version: _aBerzuini, Carlo. _tCausality. _dHoboken, N.J. : Wiley, 2012 _z9780470665565 _w(DLC) 2011049795 |
830 | 0 | _aWiley series in probability and statistics. | |
856 | 4 | 0 |
_uhttp://onlinelibrary.wiley.com/book/10.1002/9781119945710 _zWiley Online Library [Free Download only for SUST IP] |
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