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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.
In the log-linear model, estimates were of 791 cases of breast cancer and 527 cases of colorectal cancer according to the retained models (729 and 481 histological cases, respectively).
The reason for sampling across constraints instead of aggregating all models is that incorrect models which happen to have a good surface contact can exclude acceptable models from the set of retained models.
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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.
Our data provide a unifying model for how non-chromosomal DNA circles are retained (Model Figure 12A).
Despite a slightly higher AIC and DIC, we retained model 7 due to its slightly better likelihood statistic (p=0.07).
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 model included 2 dimensions ("Convenience", containing all B and C items, and "Anticoagulant Treatment Satisfaction" dimension, containing all D items).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com