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Carlo Berzuini and Philip Dawid, Statistical Labority, centre for Mathematical Sciences, University of Cambridge, UK.
Preface (editors) | |
Statistical Causality: Some Historical Remarks AUTHOR(S) | |
The Language of Potential Outcomes AUTHOR(S) | |
Structural Equations, Graphs and Interventions AUTHOR(S) | |
The Decision-Theoretic Approach to Causal Inference AUTHOR(S) | |
Causal Inference as a Prediction Problem: Assumptions, Identification, and Evidence Synthesis AUTHOR(S) | |
Graph-Based Criteria of Identifiability of Causal Questions AUTHOR(S) | |
Causal inference from observational data: a Bayesian predictive approach AUTHOR(S) | |
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 AUTHOR(S) | |
Cross-Classifications by Joint Potential Outcomes AUTHOR(S) | |
Estimation of Direct and Indirect Effects AUTHOR(S) | |
The Mediation Formula: A Guide to the Assessment of Causal Pathways in Nonlinear Models AUTHOR(S) | |
The Sufficient Cause Framework in Statistics, Philosophy and the Biomedical and Social Sciences AUTHOR(S) | |
Inference about Biological Mechanism on the Basis of Epidemiological Data AUTHOR(S) | |
Ion Channels and Multiple Sclerosis AUTHOR(S) | |
Supplementary Variables For Causal Estimation AUTHOR(S) | |
Time-Varying Confounding: Some Practical Considerations in a Likelihood Framework AUTHOR(S) | |
Natural Experiments as a Means of Testing Causal Inferences AUTHOR(S) | |
Nonreactive and Purely Reactive Doses in Observational Studies AUTHOR(S) | |
Evaluation of PotentialMediators in Randomized Trials of Complex Interventions(Psychotherapies) AUTHOR(S) | |
Causal Inference in Clinical Trials AUTHOR(S) | |
Granger Causality and Causal Inference in Time Series Analysis AUTHOR(S) | |
Dynamic Molecular Networks and Mechanisms in the Biosciences: A Statistical Framework AUTHOR(S) | |
Index | |
Table of Contents provided by Publisher. All Rights Reserved. |
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