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The IMF (2013a, b) required all subscribers of the Special Data Dissemination Standard (SDSS) to follow four statistics criteria.
Best experimental results were obtained using two frequency domain ICA Algorithms[22, 23] based on the minimization of second order statistics criteria in frequency-domain.
The performance of the various data-driven models was evaluated by means of errors statistics criteria such as root mean squared error (RMSE) and coefficient of determination (R 2).
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In [7], the displacement vector is obtained by maximizing a third-order statistics criterion.
For H statistics criterion, Hosking and Wallis (1993) suggested that the region is reasonably homogeneous if H < 1, possibly homogeneous region if 1 ≤ H < 2 and absolutely heterogeneous region if H ≥ 2.
For example, the Statistics criterion rates abstracts on whether appropriate statistics were utilized and on the presence or absence of reported confidence intervals and p-values.
The multivariate linear mixed model included all the variables that contributed significantly to the final model (Wald statistics, criterion p < 0.05).
Because the actual PM partition is unknown, we used the gap statistics criterion of Tibshirani et al. [ 22] to determine clustering significance and resulting in identification of two distinct genome evolution PMs.
Variables were chosen stepwise for entry into the analysis by how much they lowered Wilk's lambda using F-statistics as the statistical criterion at an α level set at 0.05 (PASW statistics 18.02 for Linux, SPSS Inc., Chicago, IL, USA).
By defining four kinds of learning statistics and criteria, the time series of estimated baseline shifts can be divided into four time intervals: initialization, static, transient and permanent.
By means of CTT statistics analysis, criteria such as item internal consistency (analysis of item-total score correlations) and reliability (Cronbach's alpha) were considered.
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