ARES plots for generalized linear models

R. Dennis Cook, Sanford Weisberg

Research output: Contribution to journalArticle

1 Scopus citations

Abstract

One of the most important problems in regression modeling is the comparison between nested models. Many methods, both graphical and numerical, are available for this particular problem. One method that makes use of a dynamic graphical display for linear models was proposed by Cook and Weisberg [Technometrics 31 (1989) 277-311] and is called an ARES plot, an acronym for 'Adding REgressors Smoothly'. In this paper, a methodology is presented to extend the idea from linear models to generalized linear models.

Original languageEnglish (US)
Pages (from-to)303-315
Number of pages13
JournalComputational Statistics and Data Analysis
Volume17
Issue number3
DOIs
StatePublished - 1994

Keywords

  • Dynamic graphics
  • Regression

Fingerprint Dive into the research topics of 'ARES plots for generalized linear models'. Together they form a unique fingerprint.

  • Cite this