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Splice plots for generalized linear models

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  • David Nelson
  • Siamak Noorbaloochi

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.

Suggested Citation

  • David Nelson & Siamak Noorbaloochi, 2016. "Splice plots for generalized linear models," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 45(12), pages 3524-3540, June.
    • Handle: RePEc:taf:lstaxx:v:45:y:2016:i:12:p:3524-3540
    DOI: 10.1080/03610926.2014.895842
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