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The simulation approach we outline below estimates a related set of parameters and then uses those to simulate outcome data from a specified data-generating model under a null and alternative hypothesis.
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In this study, we combined policy analysis with landscape change modeling to simulate outcomes of alternative forest conservation instruments proposed by opposing policy coalitions.
To simulate outcomes in the period after the trial, we made assumptions about the costs, diabetes relapse rate, and mortality rate for patients in remission from diabetes.
The CORE Diabetes Model was used to simulate outcomes and costs with liraglutide 1.2 and 1.8 mg vs. glimepiride and vs. sitagliptin over patients' lifetimes.
In a similar manner, FBA can simulate outcomes of withdrawal of enzymes or genes by attempting to simulate growth when utilization of all the reactions associated with an enzyme or gene is disabled.
Event rates corresponding to macrovascular outcomes from the Prospective Pioglitazone Clinical Trial in Macrovascular Events (PROactive) study of pioglitazone were used with a modified version of the CORE Diabetes Model to simulate outcomes over a 35-year time horizon.
It uses 15 Markov submodels to simulate outcomes and costs for type 1 and type 2 diabetes patient cohorts, covering a range of macrovascular, microvascular and treatment-related complications with interaction between the submodels.
Resultant simulated outcome for different Brain disease cover images and their stego images are being displayed in Fig. 4.
A computerized model has been developed and the simulated outcome compared to the measured data from a previous research.
Major challenges are the adaptation of the models to patient-specific conditions and the necessary uncertainty assessment of the simulated outcome measures.
For validation of the simulated outcome, the fitted functions are graphically compared with experimental results generated for three different thin-walled tubes with different geometric dimensions used in different reactors (Samal et al. 2010a) in Figs. 12, 13 and 14.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com