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Synopsis
The present reprint, "Causal Inference for Heterogeneous Data and Information Theory", is a special issue of Journal Entropy. This Special Issue belongs to the section "Information Theory, Probability, and Statistics". The reprint gathers thirteen original contributions of leading experts in the theory of causal inference, focusing namely on the utilization of instrumental variables in a causal model, estimation of average treatment effect, the role of interventions in causal models, graphical causal modeling, causal algebras, causal modeling using the theory of categories, temporal causal model, heterogeneous data, and information-theoretic approaches.
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- PublisherMdpi AG
- Publication date2023
- ISBN 10 3036580506
- ISBN 13 9783036580500
- BindingHardcover
- LanguageEnglish
- Number of pages282
- EditorHlaváčková-Schindler Kateřina
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