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Very few variables have large number of missing cases.
In this study though we have incorporated some proxy indicators for socio-economic status such as type of roof, oxen and house ownership we could not compute a wealth index as we have very few variables with this regard.
However, a clinical score using very few variables will potentially limit the grading of risk (since there will be fewer categories) and variable performance of one item in different cohorts will unduly affect validity.
With regards to the sexually experienced adolescents, given that very few variables were found to be significantly different between early and late sex initiators, survival analysis was not used to compare the two sub-groups.
From a technical point of view, very few variables can split our dataset in manageable units, e.g. there are as many as 35 different diagnoses resulting in approximately 22 cases per diagnosis under the theoretical assumption of equipartition within the 766 patients.
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Inspection of the alignment revealed that there were very few variable positions.
In general the RLM1A genes in 17 accessions had very few variable sites compared to RLM1A in Col-0 (p-distance 0.2 to 0.9%).
Since the protease(s) responsible for the production of endogenous urine peptides are unknown, the data required the use of no enzyme specificity ([X]|[X]), and very few variable modifications (to limit database size).
There are very few economic variables in Japan offering any real appeal for investors, and there are plenty of reasons for investors to bail out.
On the global model, all explanatory variables listed in Table 1 were used and finally the optimum model is presented from the global model in which very few independent variables having collinearity problems were omitted (Table 4), by calculating the variance inflation factors (VIFs), where (VIFs <5) implies absence of collinearity.
Our findings suggest that very few of the variables measured at baseline in the ProActive trial cohort predicted change in PAEE over one year.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com