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Figure 7 The visual comparison of different methods of the flower image (3 ×).
Figure 9 The visual comparison of different methods of the natural images (3 ×).
Figure 8 The visual comparison of different methods of the parrot image (3 ×).
The distressing point from the comparison of different methods of phylogenetic inference is that all of them are quite sensitive to the artifacts introduced by outgroups.
The power of the method is illustrated by its application to the quantitative comparison of different methods of normalization and analysis of microarray data.
The data that include controlled balanced changes in the expression levels of a small proportion of the genes in the array can be used for a variety of purposes, including comparison of different methods of data pre-processing and analysis.
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Comparisons of different methods of network construction, including the various unweighted centrality measures discussed, thus need to be parameterized to yield similar numbers of genes, to avoid confounding effects of gene set size and network construction.
A comparison of different methods for an estimation of the unknown parameters of the normal mixture is carried out.
We demonstrate applications to parameter optimization in Fourier and non-Fourier spectral estimation, critical comparison of different methods for spectrum analysis, and optimization of nonuniform sampling schemes.
For an overview and a comparison of different methods for mixtures of LMs and linear mixed models, see Scharl et al. (2010) in the context of time-course gene expression data analysis.
This allows for a comparison of different methods for exposure variation quantification in terms of their ability to pick up aspects of the variation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com