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As shown in Table 3, we consider the following simulation settings (a) number of genes: 20, 500 and 1000; (b) sample size: we set sample size equal to 50 in each study; and (c) regression coefficients.
A PROS sample design is similar to a ranked set sample with some clear differences.
It sets config register A to 0x70 (set sample averaging on, this averages the last 8 readings and data output rate ot 15 Hz).
This data collection procedure for use in the signed rank test outperforms the data collection procedure in the standard ranked set sample.
To obtain standard error and confidence interval estimates we discuss and compare three methods of resampling a given ranked set sample.
The specimens displayed similar shape memory behavior consistent with the microstructure of the shape set sample, which was mostly unchanged by the shape setting process and similar to that of the as-received material.
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Langholz, B. & Goldstein, L. Risk set sampling in epidemiologic cohort studies.
Mapping showed that RF was less sensitive to the training set sampling intensity.
For more details about this comparison see (Al-Omari AI (2012): Modified entropy estimators using simple random sampling, ranked set sampling and double ranked set sampling, Submitted).
Only the training set samples were classified for training the Biomarker Pattern Software 5.0.2 (Ciphergen).
Training set samples.
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