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We use a simulation study to evaluate these approaches.
We use a simulation study based on the motivating example to investigate the performance of our proposed methods.
Here, we use a simulation study to examine whether phylogenetic inference can recover accurate divergence and tree estimates under the correct substitution model without assuming a known MSA.
Here, we use a simulation study to investigate the influences of sample size on the power for model selection and the accuracy of parameter estimates obtained from δaδi [ 4].
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We compare properties of two previously used criteria (kurtosis and skewness) with the novel one which is based on the Jarque Bera statistic using a simulation study.
The benefits of the knowledge management-centric help desk are evaluated using a simulation study with actual data from a help desk.
In addition, we propose a Bayesian model for estimating the ICC that incorporates imperfect sensitivity and specificity and illustrate the Bayesian model using a simulation study and one example; a seroprevalence survey of ovine progressive pneumonia in U.S. sheep flocks.
Hosking and Wallis (1997) introduced a Monte Carlo heterogeneity statistic called here H1 and used a simulation study to assess its utility while rejecting two similar statistics called here H2 and H3.
Using a simulation study we show that the results provided by the Andrews curves approach are markedly superior to the estimates distance test (the best proposed method for detecting outliers revealed in the literature) for the crossover bioequivalence design.
Using a simulation study design, we compared the power and type I error of eight popular TD-based methods under different family structures, frequencies of missing parental data, genetic models, and population stratifications.
For the current study, the primary goal is to compare four DIF methods to examine their performance in terms of accounting for dual dependency (i.e., person clustering effect and item clustering effect, Jiao and Zhang 2015) simultaneously using a simulation study, which is not sufficiently studied under the current DIF literature.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com