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We let the program select both suitable regularization values and functions of environmental variables automatically, which it achieves based on considerations of sample size.
We let Maxent select both suitable regularization values and functions of climate variables automatically, which it achieves based on considerations of sample size.
Experiments are difficult to set up due to ethical considerations of sample retrieval from patients.
In addition, methodologies from human proteomic studies are often directly applicable to animal proteomics in the majority of circumstances, and general considerations of sample preparation have been reviewed (Finoulst et al., 2011; Bantscheff et al., 2012).
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General principles are common to all these, as are considerations of sampling, types of data, and procedures for analysis.
The secondary test choice is based primarily on logistical considerations of samples reaching the laboratory within 24 hours of collection for the GI assay.
The results predicted that consideration of sample shrinkage led to an overestimation of average values of convective heat transfer coefficient, ¯hcon by 55.72 61.86% for the investigated samples.
The accuracy between ordinary kriging and regression kriging was compared based on the combined consideration of sample size, spatial structure, and auxiliary variables (terrain indices and electromagnetic induction surveys) for a variety of soil properties in two contrasting landscapes (agricultural vs. forested).
In designing studies to evaluate pathogen toxicant interactions, consideration of sample size is critical.
A crucial starting point for studies of this type is the consideration of sample sources, cell types, and experimental settings.
Comprehensive model evaluation must include consideration of sample design, covariate selection, goodness-of-fit and parameter redundancy diagnostics.
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