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Carte Causal Inference for Heterogeneous Data and Information Theory Kateřina Hlaváčková-Schindler

Causal Inference for Heterogeneous Data and Information Theory

Autor: Kateřina Hlaváčková-Schindler
Limbă: engleză
Legare: Copertă tare
Editura: MDPI AG
Disponibilitate: În depozitul extern
Expediem în 14-21 zile
388.03 lei
The present reprint, "Causal Inference for Heterogeneous Data and Information Theory", is a special...

Informații despre carte

Autor
Kateřina Hlaváčková-Schindler
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2023
Pagini
282
EAN
9783036580500
ISBN
3036580506
Enbook ID
43749132
Editura
MDPI AG
Greutate
907
Dimensiuni
175 x 250 x 23

Descriere completă

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.