Causal Inference for Heterogeneous Data and Information Theory

Hlav�?kov�-Schindler, Kate?ina

ISBN 10: 3036580506 ISBN 13: 9783036580500

Editorial: Mdpi AG, 2023

Idioma: Ingl�s

Condici�n: Usado - Como Nuevo Encuadernaci�n de tapa dura

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Detalles bibliogr�ficos

T�tulo

Causal Inference for Heterogeneous Data and Information Theory

Editor

Mdpi AG

Fecha de publicaci�n

2023

Idioma

Ingl�s

ISBN 10

3036580506

ISBN 13

9783036580500

Encuadernaci�n

Encuadernaci�n de tapa dura

Estado

As New

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Sinopsis

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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