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Procedures I and II differ from each other by the assumption used to define snow parameters: The first approach assigned a unique set of snow parameters to the entire basin, whereas the second approach assigned different subbasin-specific sets of snow parameters to each subbasin.
The original approach assigned a binary value (0 or 1) to a gene for each organism or gene expression experiment.
The time-varying modeling approach assigned a patient in the 'control' group during the time period of Tx1 and switched her/him to the 'experiment' group at the time of initiation of Tx2.
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They took an iterative approach, assigning a rank to the relevant department (CS, business, history) at each institution and then counting how many "violations" there were of the pecking order that is, how many people moved from lower-ranked to higher-ranked institutions.
To sidestep this difficulty, an alternative approach combines weighted kernels with SVMs [19] [22]; this approach assigns a weight to each variable to indicate its relevance.
Genomic Evolutionary Rate Profiling (GERP) (Cooper et al., 2005 ): this approach assigns a conservation score to each site in an alignment, independently of neighboring sites.
Importantly, COMPARE's inference approach assigns a different set of parameters for every column, enabling characterization and comparison of DNA methylation tendencies at base pair resolution (Fig. 3, CpG island panel).
Likelihood-ratio test (LRT) (Margulies et al., 2007 ; Pollard et al., 2010 ): this approach assigns a P -value to the difference in the likelihoods of an observed alignment column under a null model of neutral evolution versus a model with an additional rate parameter that is estimated from the column.
Regarding the frequency of PI-RADS 3 lesions, both approaches assigned a similar number of patients to this score level.
This approach assigns an information content (IC) to each ontology term as a measure of specificity.
Our modeling approach assigns an empirically testable function to the transcriptional regulators Klf4 and Esrrb, and predict differential regulation of FGF family members.
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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