A case study found that a regression tree outperformed multiple linear regression in predicting the relationship between impairments and Social and Productive Activities scores

Article ID	Journal	Published Year	Pages	File Type
10514650	Journal of Clinical Epidemiology	2005	8 Pages	PDF

Abstract

Regression tree analysis developed a better model of impairments predicting Social and Productive Activities score that may be more easily applied in research settings than multiple linear regression alone.

Keywords

CART Regression trees Multiple linear regression Continuous outcomes

Related Topics

Health Sciences Medicine and Dentistry Public Health and Health Policy

Preview

A case study found that a regression tree outperformed multiple linear regression in predicting the relationship between impairments and Social and Productive Activities scores

Authors

Heather Allore, Mary E. Tinetti, Katy L.B. Araujo, Susan Hardy, Peter Peduzzi,