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AUCs were either obtained from a single trough concentration-fitted model or derived from a model fitted by 2 concentration points.
The blue line represents a linear mixed-effect model fitted by using quadratic splines with one knot.
An improvement is therefore proposed for these classically obtained CIQs under a GPD model fitted by ML.
The designs are robust in that they afford protection from increases in the mean squared error resulting from misspecifications of the model fitted by the experimenter.
Regression kriging (RK) with a mixed linear model fitted by residual maximum likelihood (REML) and residuals interpolated by simple kriging (SK) were used to model and map SOM spatial distribution; ordinary kriging (OK) was used as a baseline comparison.
Assuming Student-t errors, a model fitted by Fonseca et al. (2008) was y=−75.3+583.2x.
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As this will effectively reduce the sample of data we use for model fitting by a small factor, we choose to increase the sample size by 20%.
Stem lesion length was modelled using generalised least-squares models fitted by restricted maximum likelihood (Pinheiro et al. 2014).
A new method for function estimation and variable selection, specifically designed for additive models fitted by cubic splines is proposed.
For the volume estimates, the models fitted by SVM had the best performance and MLR the poorest performance.
Repeatabilities were calculated based on linear mixed-effects models fitted by restricted maximum likelihood for all parameters using the rptR package [31] for R 2.10.0 [27].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com