Sentence examples for close simulated from inspiring English sources
(b) Close simulated configuration.
Though medical manikin is the closest simulated environment when comparing to human, differences exist.
We evaluated the robustness of our inferences by running a second analysis with an alternative set of priors (prior set 2 in Table S2) and by estimating the posterior probabilities of scenarios using the 0.1% or 1% closest simulated data sets for both sets of priors (Table S2).
The average distance between the crystallographic water molecules and the closest simulated ones was 1 Å in both cases.
To estimate the relative posterior probability of each scenario, 1% of the closest simulated datasets was used in a logistic regression.
The 500 test datasets simulated with scenario 1 have also been used to estimate posterior distributions of parameters, taking the same proportion (1%) of closest simulated datasets as above.
To answer the second question, scenario 1 is chosen and posterior distributions of parameters are estimated taking the 20 000 (1%) closest simulated datasets, after applying a logit transformation of parameter values.
Similar results were obtained when taking the 2000 to 20 000 closest simulated datasets and when using a log or log-tangent transformation of parameters as proposed in Estoup et al. (2004) and Hamilton et al. (2005) (options available in DIYABC).
After polychotomous logistic regression on the 1% closest simulated datasets to the observed one, the most likely scenario according to DIYABC 1.0.4.45 beta was scenario 3, as represented in Figure 2, with a PP of 0.402 and a confidence interval (95 CI) of 0.397 0.408.
MAE is the average of the absolute errors and can be used to measure how close the simulated values are to the observed values.
This point is rarely raised in literature: analysis and Monte Carlo simulations can lead to quite different outage probabilities even if analytical average and variance of the underlying Gaussian distribution are very close to simulated figures.
