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This reflects the typical situation of a model containing a predictor derived from high-dimensional data: since this predictor (omics score) has been constructed (variable selection and weight estimation) and its regression coefficient estimated in the same set (the training set), the overfitting issue largely affects the combined model.
Moreover, the statistical error is estimated in the same way as in the confidence interval estimation in a standard forward or adjoint calculation.
The best evolutionary model for each of the selected partitions was simultaneously estimated in the same software.
Seismic velocities were also estimated in the same borehole location for inter-reef deposits and reef framework.
RCD, RAC and RBD are estimated in the same way.
The weight, thickness and density of dry membranes were also estimated in the same way.
end{aligned} The remaining terms of S can be estimated in the same line.
The threshold is estimated in the same fashion as in[21].
The uncertainty of the two extended models is estimated in the same way as for the SV to degree 8.
The trend components were estimated in the same manner for E x and E y at MMB.
(i) Prediction error degrees of different kinds of meteorological elements should be estimated in the same manner.
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