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The statistical orientation features are further obtained by the histogram of orientation features.
The exact spatial shell orientation was determined for a sample of 675 ammonoids, and their statistical orientation analyzed (i.e., NW/SE).
One recent text that covers all of these and more, using examples from both biology and social science and with a statistical orientation, is Statistical Analysis of Network Data by Kolaczyk (2009).
The statistical orientation of all ammonoids from the mass occurrence, combined with additional 2D-reconstructions and facies-analyses of the limestone-layer, should lead to more detailed conclusions about the depositional conditions of the ammonoid mass occurrence.
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The traditional uniform poling procedure, a prerequisite processing step for electrooptic polymer based devices whereby an electric field is applied at the vicinity of the glass transition temperature, results in uniform statistical polar orientation of the chromophores, and is, therefore, responsible for polarization sensitivity.
To investigate the statistical aperture orientation (i.e., direction in the coordinate system), only data from ammonoids with known apertural position (n=193) were analyzed.
Interestingly, a recent statistical analysis of orientation preference maps in primates indicates that there are correlations between the direction of the topographic axis joining pairs of columns with similar orientation preferences and their common orientation [ 34].
The projection direction can be controlled and is based on structural trends obtained from a detailed statistical analysis of orientation data.
We show that a localized version of the Radon transform for the detection of filament directions enables three-dimensional visualizations of filament network architecture, facilitating extraction of statistical information including orientation profiles.
> We then determined the statistical significance of orientation modulation for the voxels that passed the above thresholds.
To sort the images into groups with common orientations, statistical analysis and classification are essential tools (see next section) in "alignment by classification".
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