Seasonal Variation in Death Counts: P-Spline Smoothing in the Presence of Overdispersion

摘要

Overdispersion may have a considerable influence on smoothing results if the extra variability is not accounted for in the model. We propose a two-stage strategy for the estimation of the overdispersion and smoothing parameters in a negative binomial varying-coefflcient model.