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When tested on simulated and "real world" datasets, NIMOO performs well even if incomplete data are available.
While it is well recognized that plasma levels of ANP are altered by variations in thoracic blood volume and during intravenous sodium loading [ 2], only incomplete data are available on the course of BNP during these interventions [ 3].
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(They represented a smaller percentage of online sales, for which only incomplete data were available).
Retrospective collection from records may however result in incomplete data being available.
Let us call (r,X) the set of complete data, whereas X alone is the set of incomplete data: since r is a hidden process, the model described in Section 2 corresponds to the situation where only incomplete data is available for estimation of the searched parameters θ.
Incomplete data were available for IgVH mutational status (77% of the patients), CD38 expression (95%), LDT (73%), β2-M (94%), sCD23 (90%) and cytogenetic abnormalities (68%).
The complete data was available for 1991 and 1997 2002 and the incomplete data was available for 1992 1996.
In comparison to this, previous investigation participants were excluded if only incomplete data were available for the measures of episodic memory or hippocampal and amygdalar volumes.
Incomplete data were available for systolic blood pressure (SBP) and smoker status; the mean SBP was imputed and the proportion of smokers was estimated by randomly assigning values to patients with missing data, based on the data observed.
The highest VC levels were registered in Apulia and Basilicata (over 90%); in Tuscany, Veneto and Sicily VC settled between 84%and88%8%, while for Sardinia and Calabria only incomplete data were available.
Of the 14 patients who received steroid therapy prior to onset of microbiologically confirmed PCP, incomplete data were available for one patient (steroid therapy commenced prior to transfer from another institution).
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CEO of Professional Science Editing for Scientists @ prosciediting.com