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A statistical model can also lead to physically unrealistic results whereas a dynamical model provides physically plausible limits, but a statistical model may reduce sampling uncertainties by providing a parametric description.
Other sampling approaches may reduce sampling error by design (e.g. stratification) or increase sampling error (e.g. cluster sampling).
The diagnostic information provided by OFDI can be further used to guide the endoscopic biopsy, which may reduce sampling errors and can enhance diagnostic accuracy [ 4].
This may reduce sampling error and decrease or eliminate the need for biopsy that adds to the cost of the procedure.
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Our study demonstrates that more recently developed protocols that use less harsh treatment conditions, may reduce sample loss significantly.
Furthermore, restricting recruitment to a more homogeneous population as defined by age groups, comorbidities, sepsis and diagnosis groups may reduce sample size requirements in future trials.
Improvement of exposure sensitivity (e.g., individual level exposures versus categorization) may reduce sample size sufficiently to afford a less expensive study despite the increased exposure monitoring costs.
It is demonstrated how a modulated demodulated structure may reduce the sampling rate in a hybrid control system.
We included both inpatients and outpatients from different departments of two hospitals, which may reduce the sampling bias, and the ODI scores showed no skewing toward the lower or higher levels of individual disability.
This study investigates whether load estimates and resultant power to detect trends can be enhanced by (i) modelling the error structure so that temporal correlation can be better quantified, (ii) making use of predictive variables, and (iii) by identifying an efficient and feasible sampling strategy that may be used to reduce sampling error.
There are difficulties of access in some areas and it may be more cost-effective to reduce sampling intensity in these areas and concentrate sampling effort on a few select classes.
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