| Description |
xvi, 384 p. : ill. ; 26 cm. |
| Bibliography |
Includes bibliographical references (p. 359-373) and indexes. |
| Contents |
Introduction to probabilities, graphs, and causal models -- Theory of inferred causation -- Causal diagrams and the identification of causal effects -- Actions, plans, and direct effects -- Causality and structural models in social science and economics -- Simpson's paradox, confounding, and collapsibility -- Logic of structure-based counterfactuals -- Imperfect experiments: bounding effects and counterfactuals -- Probability of causation: interpretation and identification -- Actual cause. |
| Subject |
Causation.
|
|
Probabilities.
|
| ISBN |
0521773628 (hardback) |
| Standard No. |
UKM bA0Z4030 |
|
UKM bA070273 |
|
NLGGC 187624038 |
|
