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The model includes subscripts for group (i) and period (k).
For brevity, we omit the subscripts for d and c.
We have not used subscripts for all the parameters, hopefully without loss of clarity.
(11) Here e stands for eccentricity and the subscripts for Brutus and Hermite.
As a rule of notation, we reserve subscripts for internal configuration parameters (replication degree, intrusion threshold, rejuvenation parameters) and superscripts for external parameters (attack intensity and type).
As described in the methods description subsection, rank-1 decomposition generates three vectors, (U^{(1)}), (U^{(2)}), and (U^{(3)}) (the subscripts for (U_k^{(n)}) are omitted).
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Since all random variables are identical, we omit the subscript for further discussion.
The fact that variables have type subscripts precludes the more usual exploitations of subscripting for purposes such as indicating position in a sequence.
We will use the same convention, the use of boldface alphabet for the image and the normal alphabet with the pixel subscript for the intensity, throughout this paper.
Note that (beta_{1}), (beta_{2}), and (beta_{3}) do not have the subscript for items, indicating that the form effects were constrained to be the same across all items.
For the simplicity of presentation, we abuse the notation a little bit and assign a unique id for each vertex in, which uses one-dimensional subscript for vertices in instead of using two-dimensional subscripts.
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