Splice plots for generalized linear models

Research output: Contribution to journalArticlepeer-review

Abstract

ABSTRACT: We develop splice plots as a diagnostic tool for parametric generalized linear models. Splice plots use the independence of the outcome and explanatory measures given the regression function. Plotting differences between the estimated parametric regression function and non-parametric estimates of the regression function computed in small neighborhoods of the fitted values from the parametric model can be used to assess model fit.

Original languageEnglish (US)
Pages (from-to)3524-3540
Number of pages17
JournalCommunications in Statistics - Theory and Methods
Volume45
Issue number12
DOIs
StatePublished - Jun 17 2016

Keywords

  • Model diagnostics
  • Model selection
  • Sufficient summary

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