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(The authors of that paper created the sample using data retrieved from [172].) Each node represents a gene, and two nodes are adjacent if there is a nonzero correlation between the expression levels of the corresponding genes.
Figure 7b shows the interface of SQUID LineScan software, which was developed using MATLAB (MathWorks, Natick, MA, USA) for estimating the distance between the SQUID sensor and the line (or sample) using data collected from the current scan.
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The molecular signature is derived from the complete data set of mRNA, protein, or metabolite signals from a biologic sample using data-reduction approaches.
Multi-variable imputation techniques calculate missing samples using data of more than one variable, exploiting relationships between different variables that manifest themselves in the data [e.g., NO2 versus O3 presence (Lee et al. 2002; Haagen-Smit et al. 1953)].
A number of publications have documented copy number variations (CNV) in a variety of population samples using data from genome-wide association studies.
We analysed a total of 310 food samples using data from all the children.
Lasky et al. (2004) determined concentrations of total arsenic in poultry samples using data from the USDA Food Safety and Inspection Service, National Residue Program.
More rigorous population sampling, such as multistage stratified cluster sampling using data derived from computerized household lists from Malaysia's Department of Statistics census, should be applied in future studies.
A systematic method for prescription sampling using data collected from January to September 2011 yielded 100 randomly sampled prescriptions (10 to 15 prescriptions per month) for each facility.
Eisenberg et al. [ 8] later extended the number of HK genes to 575 based on 47 tissue samples, using data from a more advanced Affymetrix U95A platform [ 9].
Hence, Lartillot [ 4] proposed an efficient Gibbs sampler using data augmentation and prior conjugacy, which was extended by Guindon [ 5] who also used an approximation to the likelihood function.
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