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Because the LASSO has a constraint, the LARS procedure has to apply a restriction, so this model selection method is more closely related to the stepwise selection method.
Before beginning the management process, it is necessary to determine what the acceptable level of increase in inbreeding is, and to apply a restriction on this level to allow for some control on genetic diversity.
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We applied a restriction for articles in the English language.
Applying a restriction on the date of diagnosis during the selection of dead cases can also introduce a form of lead-time bias.
Here, condition (8 ) applies a restriction [ f ′ (x - ) ] 2 + σ ′ (x - ) V σ ′ ⊤ (x - ) < 1 on the parameters σ ′ (x - ) and V of noise.
Moreover, when applying a restriction of at least one, two, or three registrations to our DNRP search criteria, the PPV increased with a concurrent loss of cases with confirmed acromegaly (Table 3).
When applying a restriction of at least one, two, or three registrations to the search, the PPV gradually increased from 53% to 75% in the study population, with a less pronounced decline in the percentage of identified cases with confirmed acromegaly from 100%to95%5%.
In this paper, refining a concept means to apply a lower (restriction of a concept) or an upper (relaxation of a concept) approximation.
Applying such a restriction avoided the possibility that a gene would be considered not expressed at a particular developmental time-point simply because of technical errors associated with probe/RNA binding on the microarrays.
Then, the existence of an asymptotic phase transition can be guaranteed while applying a limited restriction on domain size and on constraint tightness.
Two main strengths of this study are the use of a broad search string and not applying a language restriction, to minimize the chance of missing relevant studies.
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CEO of Professional Science Editing for Scientists @ prosciediting.com