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...

Full description

Bibliographic Details

Published in:	Data mining and knowledge discovery Vol. 1; no. 2; pp. 203 - 224
Main Author:	Cooper, Gregory F.
Format:	Journal Article
Language:	English
Published:	New York Springer Nature B.V 01.01.1997
Subjects:	Algorithms Data mining Experiments Pain Probability Probability distribution Theory of constraints Values Variables
ISSN:	1384-5810, 1573-756X
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!