Journal of the Royal Statistical Society Series C (Applied Statistics) · 1980 · 760 citations · 8 references
Social SciencesBiostatisticsMethod ValidationPsychometricsStatistical ModelingData AnalysisGeneralized Linear ModelsModel EvaluationModel Fit AssessmentModel SpecificationStructural Equation ModelingGeneralized Estimating EquationsGeneralized Linear Mixed ModelsGeneralized Linear Mixed-effects ModelsGeneralized Linear Model TheoryGoodness-of-fit IndicesLinear Models
SUMMARY Data analytic procedures are proposed to examine the adequacy of the hypothesized link used in fitting a generalized linear model. Through model expansion and linearization, tests and estimation techniques are provided. These procedures, along with the release of GLIM3, enable the user to examine routinely and objectively the fit of an hypothesized model. Examples are presented to illustrate the testing and fitting procedure.
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J. A. Nelder, R. W. M. Wedderburn · Journal of the Royal Statistical Society Series A (General) · 1972 · 7.2K citations
One Degree of Freedom for Non-Additivity
John W. Tukey · Biometrics · 1949 · 906 citations