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Simulation is performed based on a sample realization of the process without the customary assumptions of piecewise stationarity or parametric models.
(12) Figure 1 Sample realization of − f ML.
Figure 13 Error behavior of proposed AMAP estimator, in sample realization.
Furthermore, Figure13b shows a sample realization of the iteration at line 3 of Algorithm 1 during the first batch.
Note that this is just a sample realization of −fML, since its actual form depends on the specific communication system and the received data.
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Thus, a technique for the optimal selection of a moderate number of samples effectively representing the entire space of sample realizations is of paramount importance.
The occurrence of exceptional snow loads is illustrated by the variability of small size sample realizations of extreme value distribution functions.
To simulate sample realizations of the vector process, the Spectral Representation Method is one of the most commonly used, which involves a Cholesky decomposition of the Cross-Spectral Density Matrix.
N denotes the number of sample realizations and i ∈ [ 1, N ] the consecutive sample number.
For most applications, a large number of sample realizations need to be generated to allow for a useful statistical analysis.
For the convergence of the results, we ran these simulations for 1000 samples, and considered the average of sample realizations of the stochastic process to generate infection curves.
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