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A Spline-Based Lack-Of-Fit Test for Independent Variable Effect in Poisson Regression

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In regression analysis of count data, independent variables are often modeled by their linear effects under the assumption of log-linearity. In reality, the validity of such an assumption is rarely tested, and its use is at times unjustifiable. A lack-of-fit t... ...