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The quinpirole-induced checking model was sensitive to manipulations within the frontal-basal-ganglia circuitry and to both serotonergic and dopaminergic challenges, highlighting the potential validity of the quinpirole-induced checking model for OCD [18 22].
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Although the parallel organizations in Italy and France paid lip service to health issues, you'd have to search hard to detect the presence of the medically trained personnel who are supposed to be backstage checking models for wholesome body-mass index and overall fitness.
We checked models for convergence and mixing by examining the Gelman Rubin statistics (Gelman and Rubin 1992; the potential scale reduction factor <1.1 for all parameters) among chains, and for autocorrelation within chains (Hadfield 2010).
We checked model residuals for spatial structure by plotting an empirical variogram.
Although this group is unlikely to be exposed occupationally, we wanted to check model results for a vulnerable population group.
See the section 'Method 2: Check model misspecification/fit' for an example.
Within each cluster, we check model diagnostics and look for influential points.
Probabilistic Model Checking, or PMC, is a variant of model checking for modeling and analyzing systems that exhibit stochastic behavior as is the case for several biological systems.
The algorithm avoids creating duplicate unit definitions by checking the model for identical existing unit definitions before adding a new one.
We have however checked our model for consistency by including one-way and probabilistic sensitivity analyses.
P- and T-invariants can be used to check the model for consistency, and to test the basic correctness of its biological interpretation [ 23].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com