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As-built bridge models are modified by varying one of each parameter and the modified models are repeatedly simulated for the seismic fragility assessment.
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Afterwards, the weight of a given model was repeatedly incremented by 1 if the subsequent normalized weight vector allowed a closer match between the weighted combination of cross-validated predictions and the observed pIC50 values.
The item position of PD onset i 0 for the 2PDM was defined by means of model fit comparisons: the model was repeatedly estimated with switching points (delta_{{i_{0} }} = 10, ldots,23), and the switching point was chosen where the BIC value was lowest.
The weight for a given model is repeatedly incremented by 1 if the subsequent normalized weight vector results in a closer match between the weighted combination of cross-validated predictions and the observed values (i.e. lower RMSE of the linear combination).
The model was repeatedly forced to put its falsifiability on the line.
In preliminary tests, this fixed-rate amino acid substitution model was repeatedly preferred by the program for this set of protein sequences when mixed amino acid model was applied.
The predictive error for the model was estimated with leave-one-out cross-validation, where each model is repeatedly parametrized on n – 1 data points and then used to predict the excluded measurement.
Next, we conducted a leave-one-out analysis where each LUR model was repeatedly parameterized on n – 1 data points and then used to predict the excluded monitor measurement.
A make-up artist must-have backstage, it works wonders on models who are repeatedly taking make-up on and off during fashion week and need to keep their skin calm.
Rather, they have developed new models that are repeatedly tested and optimized.
The use of data assimilation, a technique by which model simulations are repeatedly adjusted during a simulation with observations at discrete locations and times, has in some cases significantly improved model skill.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com