A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships

This paper presents a simple, efficient computer-based method for discovering causal relationships from databases that contain observational data. Observational data is passively observed, as contrasted with experimental data. Most of the databases available for data mining are observational. There...

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Veröffentlicht in:	Data mining and knowledge discovery Jg. 1; H. 2; S. 203 - 224
1. Verfasser:	Cooper, Gregory F.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer Nature B.V 01.01.1997
Schlagworte:	Algorithms Data mining Experiments Pain Probability Probability distribution Theory of constraints Values Variables
ISSN:	1384-5810, 1573-756X
Online-Zugang:	Volltext
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