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One option could be the sheer elimination of case reports.
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Elimination of case-control sets with patients exposed to cidofovir did not change the conclusions drawn: P values for the CMV-specific cell populations shown in Figure 3A were.06,.02, and.04, respectively.
Although the clearly-not-on-time analysis is most conservative and provides the most certainty that timeliness is due to real administration practices rather than documentation practices, it provides the smallest sample size, as it requires the elimination of cases with ambiguous timing in the documentation and cases with no documentation regarding antibiotics.
Given the estimated effect size, the total sample size required post-test is 66 and considering a potential 35% drop out rate and eliminations of cases due to missing data or spoilt questionnaires based on previous trials [ 21], we plan to recruit 102 participants at baseline or until the required sample size has been achieved.
It's not a guarantee of perfect safety (nothing is), but verifying driver identity should definitely lead to the elimination of edge cases where riders would otherwise be in danger.
Milder, less debilitating cases are more common; however, even these cases are associated with an increased risk of long-term problems compared with people with no diagnosis at all, Kessler and colleagues write in a 2003 paper that argues against the elimination of mild cases from the DSM.
Assessments of duplicate cases occur both on the state and national level (potential duplicates are identified based on soundex code [a phonetic algorithm for indexing names by sound, as pronounced in English] and selected demographic characteristics), and elimination of such cases occurs at the state level.
One argues that the sentence "{x: φx} ε {x: φx}" is nonsense because the contextual definitions providing for the elimination of class terms yield for this case a sentence that is itself nonsense by the lights of the theory of types (PM, 76).
The reference case leads to an estimated 174 WPV1 cases during 2012 2015, elimination of WPV type 1 in November 2014, and almost 190 million vaccine doses administered during 2012 2014.
We also observed the complete elimination of bacteria (7 cases), and in a single case intracellular S. aureus had converted into small colony variant (SCV) that persisted in hMDMs without causing lysis (data not shown).
The simple replication of minority class cases can cause overfitting, while the random elimination of majority class cases can remove important information for the learning process.
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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