A multivariable scatterplot smoother

Royston, P.; Cox, N.J.

Abstract

We present an extension of Sasieni, Royston, and Cox’s bivariate smoother running to the multivariable context. The software aims to provide a picture of the relation between a response variable and each of several continuous predictors simultaneously. This may be a valuable tool in exploratory data analysis, before constructing a more formal multiple regression model.

Citation

Royston, P., & Cox, N. (2005). A multivariable scatterplot smoother. The Stata Journal, 5(3), 405-412

• Journal Article Type: Article
• Publication Date: Sep 1, 2005
• Deposit Date: Apr 2, 2007
• Journal: The Stata Journal
• Print ISSN: 1536-867X
• Electronic ISSN: 1536-8734
• Publisher: SAGE Publications
• Peer Reviewed: Not Peer Reviewed
• Volume: 5
• Issue: 3
• Pages: 405-412
• Keywords: gr0017, Mrunning, Running, Scatterplot smoothing, Multivariable regression.
• Public URL: https://durham-repository.worktribe.com/output/1546413
• Publisher URL: http://www.stata-journal.com/sj5-3.html