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Importance Sampling method using the MPP obtained above as sampling center is utilized to perform reliability analysis and reliability sensitivity calculation.
We then produced statistics by sampling center frequencies according to the CF distribution in the recorded neurons, and azimuths according to a uniform distribution in the contralateral hemifield (including front and back).
In the presented method, the variable space is divided into several disjoint subspace by n-dimensional coordinate planes at the mean point of the random vector, and the importance sampling functions in the subspaces are constructed by keeping the sampling center at the mean point and augmenting the standard deviation by a factor of λ.
In the LMPP, the concept of local sampling region is used and the most probable point (MPP) is chosen as the sampling center.
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Six distinct urban sites located on the Seine River in Paris were sampled: center (site 1), north (site 2), east (site 3), south (site 4), and west (sites 5 and 6).
With dense sampling centered in the Yunnan Guizhou Plateau, we acquired 18 candidate species, among which six were not previously identified.
An image was extracted from emissions 575 671 nm, representing a symmetrical sampling centered at the peak 623 nm using the "extract image" function in the Zeiss AIM software (not shown).
The current geographic sampling centered around the 30°S mitochondrial cline limits our ability to interpret historical and ecological effects, considering the full species' range is distributed across >5000 km of coastline.
ω t is a multivariate Gaussian random variable and it correlates to random translation of the sample center coordinates.
where (x c (s f ),y c (s f )) and (x P,y P ) are the sample center coordinates and corresponding previous facial point center coordinates, respectively.
It is possible to see that the formation of the surface deposit is position dependent, decreasing from the sample border towards the sample center.
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