Proceedings:
Book One
Volume
Issue:
Proceedings of the AAAI Conference on Artificial Intelligence, 12
Track:
Student Abstracts
Downloads:
Abstract:
Scientists largely explain observations by inferring causal relationships among measured variables. Many algorithms with various theoretical foundations have been developed for causal induction e.g., (Spirtes, Glymour, and Scheines 1993; Pearl and Verma 1991), but it is widely believed that regression is ill-suited to the task of causal induction.
AAAI
Proceedings of the AAAI Conference on Artificial Intelligence, 12