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This leads to smaller differences between the residual sums obtained with the two-tissue compartment models.
In this analysis, the linear model has been suggested because the value of the predicted residual sums of squares (PRESS) is lower compared to the quadratic model.
The estimates from the Logistic model were used because this model best fitted the experimental data, as attested by the lowest residual sums of squares (data not shown).
For each of the "fishing" and "over-fishing" periods, four free parameters (α, ε, P and q) were estimated by minimising residual sums of squares (RSS) in comparison to observed data [65] and were used for the "future of fishing" period.
Riviere (1999) points out that regression analysis of pharmacokinetic data based on minimization of residual sums of squares (SS) are completely influenced by the earlier and greater concentrations, which leads to overestimation of most of the measurements made at later time points.
We used an Akaike Information Criterion AICC) approach [66] to assess competing model performance:
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The measure of unexplained variation, SSE, is referred to as the residual sum of squares.
Residual sum of square.
Weighted residual sum of squares.
The search for the minimum value of residual sum of squares began by traveling downhill from the starting point on the surface of residual sum of squares.
The decision between these two fits is based on the lower residual sum of squares.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com