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In the modern Bayesian approach, this distribution of the posterior parameter vector is not integrated, and specific simulations are performed to obtain posterior distribution samples and thus simulated values for the posterior marginal distributions of the parameters of interest.
The simulation envelope for D s) was constructed using 999 random permutations of case labels to all locations with a resulting Monte-Carlo based P-value and 95% simulation envelope constructed from the 2.5th and 97.5th percentiles of simulated values for D s) (splancs, R 2.8, [ 38]).
Laminar burning velocities were comparable to the simulated values for lean and stoichiometric flames but they were relatively higher than the simulated values for rich flames.
The model was adjusted based on simulated values for a set of flotation circuits.
The simulated values for a new dependent variable θ are demonstrated in cells L2-L17 (Figure 5).
The total energy consumption of the heat pump during the season was compared to simulated values for venting-heating dehumidification, with or without an exchanger.
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The simulation is also able to mimic the change in processing temperature: the simulated value for the glass transition temperature for the 130 °C cured epoxy resin (simulated α = 0.81; experimentally determined α = 0.73 using Raman and α = 0.85 using DSC) is ca. 105 130 °C, in line with the experimental temperature range of 110 155 °C (peak maximum 128 °C).
The simulated value for mature biomass was derived by averaging the biomass values of simulated mature forest (year 500 1,000).
Therefore, the objective function simulated value for the energy total cost is equal to the real plant value, indicating the model coherency and accuracy.
Extremely close agreement with empirical data is obtained: the simulated value for the glass transition temperature for the 60 °C cured epoxy resin (simulated conversion α = 0.70; experimentally determined α = 0.67 using Raman spectroscopy) is ca. 70 85 °C, in line with the experimental temperature range of 60 105 °C (peak maximum 85 °C).
The results of Model A were very close to the simulated value for the direct additive genetic effect (510.8 vs 500), although residual variance was significantly overestimated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com