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To assess the performance of each model in capturing the properties of the data, we also performed posterior checks [ 62, 63] based on the posterior predictive distributions (checking agreement between the observed data, and simulated replicates of the data, generated by simulation from the selected model).
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Note that (10) can be computed easily by simulation from samples of the random variable (Z1,Z1).
Power of the analysis was calculated by simulation from an example on the Stata website (http://www.stata.com/support/faqs/stat/power.html).html
We estimated this null hypothesis value for each day of the cycle by simulation from a multivariate normal distribution (n = 100.000) using a mean vector of zeroes and a covariance matrix containing the set of estimated variance-covariance terms from the multivariate model.
The results were compared with the profiles obtained by computer simulation from the plug flow and backmixing models.
The track irregularities are generated by computer simulation from the power spectrum density function used in German for low disturbance track [13].
The beginning and ending temperatures were determined by computer simulation from the melting curve (50% denatured) of the DNA fragment (MacMelt software, Bio-Rad Laboratories, HerCAles, CA) (21– 21).
The beginning and ending temperature were determined by computer simulation from the melting curve (50% denatured) of the DNA fragment [ 7, 29, 30].
For my money, the app's coolest feature is in the Gameday section, which includes box scores, video highlights and an animated, pitch-by-pitch game simulation from the catcher's point of view.
The calculation was verified by simulations from Dr. Glotzer's group.
The impact is assessed by simulations from an epidemic model.
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