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And also recovery study was carried out by using simulated samples.
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Both evaluations were done by using simulated and real data.
In IRT where models describing the association between the latent variable and the true scores on one hand and item responses on the other hand are known, it is easy to set up Monte Carlo experiments where test-retest reliability can be estimated directly by using 10,000 simulated samples for the estimation.
In vitro bioactivity of the prepared samples was investigated using simulated body fluid.
The above scheme was implemented using simulated data in order to obtain sufficient sample size.
The DOE used simulated and sampled data.
We use simulated annealing, within our MCMC sampler, to obtain the maximum likelihood estimation.
Tests were based on 1000 simulated samples using a coalescent algorithm.
As a compromise between these two approaches, a rejection-sampling algorithm can be used to simulate samples without simulating a large population (for example, genomeSIMLA [ 11]).
In Fig. 2, some synthetic data are used to simulate samples in the ELM feature space.
The simulated samples were multiplied by 40 and then log transformed to resemble unit used in quantification of malaria parasites (parasites/ μL) in log scale.
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