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In our SIS models, individuals enter a model in the S state (susceptibles) being seronegative (hence the state is marked as S-).
We explore how markers enter a model as penalties or P-values are varied, and report the sensitivity and specificity for each of the methods.
Due to the difficulties in finding an optimal value for λ, we found it most insightful to look at how variables enter a model as the penalization parameter is relaxed, or in nonpenalized methods as the P-value threshold for declaring significance is relaxed.
In the first page of the EuCAP Web Tool, the user is prompted to enter a model or locus identifier, or alternatively, perform a BLAST search against the rice pseudomolecules using a protein or nucleotide sequence to identify the gene or locus to be annotated.
To force variables to be grouped by (a) encouraging variables within a group to enter a model together, and (b) encouraging sparsity between groups, we can use the group lasso or the sparse group lasso [Friedman et al., 7; Meier et al., 22; Yuan and Lin, 42].
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For instance, blood pressure entering a model usually refers to its long term average, and there is no way to obtain this value precisely; exposure amount to a hazard condition, such as radiation, is difficult to be measured accurately.
However, the revelation came when she entered a model competition a couple of years ago.
Hence we derive empirically grounded fitness landscapes, which enter a population genetics model including mutations, genetic drift, and selection.
After so long in fields, it's like entering a tiny model village – there are Union Jack flags, closely mown grass and the smell of dinners cooking.
The ensuing probabilistic subjective representation of hidden states (the posterior belief) then enters a response model of measured behavioural responses.
These variables were then entered a regression model by phases.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com