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We show that the performance of the various sampling methods strongly varies depending on context.
Lack of understanding about the efficiency of various sampling methods limits our ability to determine whether an environment has been adequately cleaned.
Previous studies conducted among women selling sex in Pakistan have used various sampling methods including RDS, cluster sampling, systematic random sampling and snowballing simultaneously to recruit women selling sex working under different conditions (http://nacp.gov.pk).
Studies used various sampling methods to detect cases of VRE acquisition, including testing all patients in a study population at a given time [ 26, 33], obtaining random samples of study participants and screening for VRE [ 20, 27], sampling patients thought to be at high risk of VRE acquisition [ 28, 31], and obtaining clinical isolates [ 29, 30, 34- 36].
Furthermore interpretation of data from various sampling methods is needed in cleanability assessment.
The various sampling methods were compared in terms of the relative bias, and the relative root mean squared error (RMSE%).
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Once we have considerable (e.g., > 25%) penetration of the NHII, then we can begin using electronic, randomly determined, sampling methods of various aspects of the NHII systems to generate objective measures of IT availability, use and effectiveness.
Participants are recruited through various methods, including snowball, venue-based, and internet recruitment sampling methods [ 14, 347].
The Stand Alone Tool Box covers a fairly wide field of stochastic methods including various sampling techniques, random fields, fatigue analysis, reliability based optimization, random vibration, Monte Carlo simulation and FE-analysis.
Reliability analysis methods featured by these software include FORM, SORM, Monte Carlo simulation, and various importance sampling methods.
To tackle this issue of over-generalization versus increasing the minority class representation, various adaptive sampling methods have been proposed in recent years [29, 30, 31].
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