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This, however, is a naive analysis, since no attention is given to aspects such as distribution of segmentation, sensitive areas or other parameters on any of the algorithms.
Results from the proposed method are compared with those obtained from a naive analysis.
Inferences drawn from a naive analysis and an analysis correcting for measurement error are presented.
The proposed Bayesian method is implemented in WinBUGS software and inferences are compared to those drawn from a naive analysis, which ignores measurement errors in the exposures.
In a naive analysis, a strong positive association could be found between clean hospital floors (predictor variable X3) and a correct assessment of fetal health (response variable Y).
In so doing, we were able to identify and remove a large number of false positive results that were present in a naive analysis (Fig. 5C).
Similar(52)
Most popular models for ordinal response fall outside the multiplicative intercept class and one should be cautious while performing a naive prospective analysis of such data as the bias could be substantial.
Relative to those produced by the method with misclassification incorporated (Analysis 1), the naive analysis (Analysis 2) yields attenuated point estimates for β a and β as, and leads to an inflated estimate of β s.
What the naive analysis fails to assess is the lopsided nature of the interest rate bet in a callable bond.
Fig. 3 One-year survival according to ventilator-associated pneumonia status: naive analysis and time-dependent Mantel Byar analysis.
Two general points are stressed: firstly, the complexities that are invariably encountered during the course of analysis limit the detail to which it may be carried out, and secondly, naive analysis based on direct use of the theory may result in misleading conclusions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com