Using Akaikes and Schwarzs Bayesian information criteria (AIC and BIC, respectively) we selected the optimal model among three options that varied in their modeling of the underlying temporal trend, which was modelled via linear, quadratic and cubic B-splines, respectively, to capture possible non-linearity in the underlying time trends
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