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Management choices are presently guided by quantified predictions produced by those fisheries models best supported by the facts or data a pragmatic approach to prediction that involves an inference from past experience and makes the implicit assumption that the future will be largely like the past.
For logarithmic and linear models best supported by individual data, the R2 values are reported.
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We then apply statistical techniques to determine the tidal model best supported by the data.
The CIM model best supported by the data had 10 markers controlling for background effects.
Furthermore, we find that obliquity plus physical libration is the tidal model best supported by the data.
The model best supported by the data was characterised by: (i) the escape of fish aged 0 1 years increasing from approximately 90 to 97% (assumed to be a result of a mandated increase in stretched mesh opening from 25 to 28 mm); (ii) full selectivity among older age groups; (iii) a constant M of 0.52 ± 0.06 yeand1; and (iv) a decline in F between 2004 and 2015.
For subsequent analyses, we termed the model best supported by the data the 'base model'.
We formulated seventeen different linear models (Table 2), based on seven different questions (Table 3), and then used AIC to select the model best supported by our data.
Likelihoods associated with each of the models are constructed and maximized with respect to the model parameters, and the model with the smallest Akaike Information Criterion (AIC) value is identified as the model best supported by the data [63].
We used likelihood ratio tests and the Akaike Information Criterion to choose the model best supported by the data (smaller values of AIC indicating better fit).
Likelihoods associated with each of the models (causal, reactive and independent models) have been constructed and maximized with respect to the model parameters, and the AIC criterion has been used to select the model best supported by the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com