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In order to validate our analytical analysis of K and σ d 2 (Equations 33 and 34), at first, we will compute by simulation the values of K and σ d 2 obtained, respectively, by Equations 20 and 21 for a given HPA model (SSPA or TWTA).
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This is measured in terms of LPSP (Loss of Power Supply Probability), which is computed by simulation.
The seismic risk is computed by simulation of the former being exceeded by the latter via the Capacity Spectrum Method (CSM).
Figure 5b shows the distribution of flow depth computed by simulation of the YAN source.
The estimator is advantageous when expectations under a structural model can be computed by simulation, by quadrature, or by analytic expressions but the likelihood cannot be computed easily.
Because the expectations required by these estimators can be computed by simulation, these two methods are commonly used to estimate the parameters of nonlinear latent variables models.
Indeed, no threshold expression was given and the decision was taken using the values minimizing the AIC and/or MDL criterion computed by simulation.
The cAMP profile computed by simulation of our Complete cAMP Model after parameter estimation is in good agreement with previous observations.
For relative frequencies greater than 1e-4, the cut-off computed by simulation agreed with cut-offs computed using the usual χ -distribution with 2 degrees of freedom based on a normal approximation.
Note that (10) can be computed easily by simulation from samples of the random variable (Z1,Z1).
These elasticities are computed numerically by simulation using a procedure similar to that discussed in Section 4.3.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com