Arama Sonuçları - "causal inference"

Causal inference in statistics : a primer / Yazar: Pearl, Judea, Glymour, Madelyn, Jewell, Nicholas P., 1952-

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Cause and correlation in biology a user's guide to path analysis, structural equations, and causal inference / Yazar: Shipley, Bill, 1960-

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Causality statistical perspectives and applications /

İçindekiler: “…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.…”
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Emerging Themes in Epidemiology

Open Access

Measuring racial discrimination

İçindekiler: “…Introduction -- Defining race -- Defining discrimination -- Theories of discrimination -- Causal inference and the assessment of racial discrimination -- Experimental methods for assessing discrimination -- Statistical analysis of observational data -- Attitudinal and behavioral indicators of discrimination -- An illustration of methodological complexity : racial profiling -- Measurement of race by the U.S. government -- Cumulative disadvantage and racial discrimination -- Research : next steps.…”
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Philosophy of statistics

İçindekiler: “…Various issues about causal inference -- pt. 10. Some philosophical issues concerning statistical learning theory -- pt. 11. …”
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Epidemiology / Yazar: Gordis, Leon, 1934-

İçindekiler: “…-- More on risk : estimating the potential for prevention -- A pause for review : comparing cohort and case-control studies -- From association to causation : deriving inferences from epidemiologic studies -- More on causal inferences : bias, confounding, and interaction -- Identifying the roles of genetic and environmental factors in disease causation -- Using epidemiology to evaluate health services -- The epidemiologic approach to evaluating screening programs -- Epidemiology and public policy -- Ethical and professional issues in epidemiology.…”

Modern epidemiology / Yazar: Rothman, Kenneth J.

İçindekiler: “…Lash -- Section I: Basic concepts -- Causation and causal inference / Kenneth J. Rothman ... [et al.] -- Measures of occurrence / Sander Greenland and Kenneth J. …”
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Modern epidemiology / Yazar: Rothman, Kenneth J.

İçindekiler: “…Lash -- Section I: Basic concepts -- Causation and causal inference / Kenneth J. Rothman ... [et al.] -- Measures of occurrence / Sander Greenland and Kenneth J. …”
Table of contents only
Publisher description