عنوان

Causality :

(Number (ISBN

1119941733 (electronic bk.)

(Number (ISBN

1119945704 (electronic bk.)

(Number (ISBN

1119945712 (electronic bk.)

(Number (ISBN

9781119941736 (electronic bk.)

(Number (ISBN

9781119945703 (electronic bk.)

(Number (ISBN

9781119945710 (electronic bk.)

Erroneous ISBN

0470665564 (hardback)

Erroneous ISBN

1119941741

Erroneous ISBN

9780470665565 (hardback)

Erroneous ISBN

9781119941743

Number

dltt

Title Proper

Causality :

General Material Designation

[Book]

Other Title Information

statistical perspectives and applications /

First Statement of Responsibility

edited by Carlo Berzuini, Philip Dawid, Luisa Bernardinelli.

Specific Material Designation and Extent of Item

1 online resource (xxv, 377 pages) :

Other Physical Details

illustrations.

Series Title

Wiley series in probability and statistics

Text of Note

Includes bibliographical references and index

Text of Note

Statistical causality : some historical remarks -- The language of potential outcomes -- Structural equations, graphs and interventions -- The decision-theoretic approach to causal inference -- 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 -- Assessing dynamic treament stategies -- Causal effects and natural laws : towards a conceptualization of causal counterfactuals for nonmanipulable 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 -- Analysis of interaction for identifying causal mechanisms -- Ion channels as a possible mechanism of neruodegeneration in 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 randomised trials of complex interventions (psychotherapies) -- Causal inference in clinical trials -- Causal inference in time series analysis -- Dynamic molecular networks and mechanisms in the biosciences : a statistical framework

0

Text of Note

"This book looks at a broad collection of contributions from experts in their fields"--Provided by publisher

Title

Causality

International Standard Book Number

9780470665565

Causality (Physics)

Causation.

Estimation theory.

MAT-- 029000

Number

Edition

Class number

Book number

Bernardinelli, Luisa.

Berzuini, Carlo.

Dawid, Philip.

Ohio Library and Information Network.

Wiley Online Library (Online service)

Date of Transaction

20121010041339.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

Y