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Splice plots for generalized linear models.

Nelson DB, Noorbaloochi S. Splice plots for generalized linear models. Communications in statistics: theory and methods. 2016 Jun 17; 45(12):3524-3540.

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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.




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