Bayesian Hierarchical Rule Modeling for Predicting Medical Conditions

We propose a statistical modeling technique, called the Hierarchical Association Rule Model (HARM), that predicts a patient's possible future medical conditions given the patient's current and past history of reported conditions. The core of our technique is a Bayesian hierarchical model f...

Full description

Bibliographic Details
Main Authors: McCormick, Tyler H. (Author), Rudin, Cynthia (Contributor), Madigan, David (Author)
Other Authors: Sloan School of Management (Contributor)
Format: Article
Language:English
Published: Institute of Mathematical Statistics, 2012-12-11T17:21:11Z.
Subjects:
Online Access:Get fulltext