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Hence, with Bayesian regression models, prediction using more SNP may not necessarily give better results than prediction using a smaller panel.
Hence, with Bayesian regression models, prediction using more SNPs may not necessarily yield better results than prediction using a smaller panel, yet the optimal panel size may depend on many factors.
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We then emphasize assessing model prediction using inundation maps derived from remotely sensed data.
A model prediction using FE modeling is performed for a trial embankment on soft clay in Ballina, Australia.
Compared to a FE model prediction using only elastic contribution to reversible strain the actual springback will be larger.
The importance of each predictor was estimated for the ensemble model prediction using the "variables_importance" function available in biomod2 (Thuiller et al. 2015).
The red dash and blue dash-dot lines show the model prediction using Equation 1 for 13- and 90-nm alumina NPs at various volume fractions.
In all cases, the gene model inferred was validated by comparison to de novo gene model prediction using the genemark software (Table S3).
According to one model prediction used in a 2014 study by the federal Bureau of Ocean Energy Management in 2014, nearly 2.5 million dolphins would be harassed or possibly killed by acoustic sound blasts each year in the middle and southern Atlantic, and nearly a half-million pilot whales would be affected.
Model selection aims to find a parsimonious, well-fitting model for the basic responses and model prediction uses summarizing statistics from the primary analysis to make statistical inferences [ 9].
We use STILT for rational experimental design and validate model predictions using novel experimental data.
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