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The retained model is the one that guarantees the best classification by cross-validation.
Model 3a (see Figure 3) retained Model 2's restraints and constrained the thresholds.
The retained model of the DAS-A was subjected to reliability and validity analyses.
Despite a slightly higher AIC and DIC, we retained model 7 due to its slightly better likelihood statistic (p=0.07).
Our data provide a unifying model for how non-chromosomal DNA circles are retained (Model Figure 12A).
The retained model included 2 dimensions ("Convenience", containing all B and C items, and "Anticoagulant Treatment Satisfaction" dimension, containing all D items).
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We retained model-fit diagnostics across Kh iterations, and reported the mean of Lin's CCC and RMSE to provide summary cross-validation statistics for each model.
The retained models discard the variables which are non-significant once adjusted on the others.
A four-fold cross-validation [ 26] was performed on the retained models to reduce the optimism in the estimation of these features of diagnostic accuracy.
To that end we consider different self-assembled structures comprising cross-shaped molecules and probe their ability to retain model guest molecules differing in size and shape.
The states maximize the transitions in the expression data while retaining model functionality in each condition.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com