Given only one dataset is based on simulated data and the other two are real datasets in which the authors adjusted for multiple testing using different methods we felt adjusting further confounded the comparisons and thus simply present the rank unadjusted values for scrutiny.
For the data we analyze, the "one season fits all " assumption is violated, and DP performance claims based on simulated data that assume "one season fits all," for the forecast methods considered, except for moving average methods, tend to be optimistic.
Previous studies that evaluated options of GLM (general linear model -based fmodel -basedng pipelines are mainly based on simulated data with receiver operating characteristics (ROC) analysis, but evaluation ofMRIch fMRI processing pipelines on rearefmainlyta is rare.
Off-line tests were conducted to substantiate the performance of the proposed incident detection algorithm based on simulated data generated employing the calibrated INTRAS simulation model and on real incident data collected on the I-880 freeway in Oakland, California.
Results based on simulated data are also confined by the simulation environment and the parameters that can be modified.
Examples of the third category are: Model-based inference as the "sole" evidence of efficacy/safety, or based on simulated data for efficacy and safety (notwithstanding exceptional scenarios).
Model-based inference as the "sole" evidence of efficacy/safety, or based on simulated data for efficacy and safety (notwithstanding exceptional scenarios).
However, some characteristics of real data sets may be hard to simulate with synthetic data, or may not be readily apparent in advance of analysis and further study, and results based on simulated data are at least partially dependent on the particular simulations themselves.
This association, though, is based on simulated data that only found significant associations in 4 of 10 simulations, using a frequency >3.
In the remainder of the article we describe the method in detail and assess how well it performs both based on simulated data sets and in comparison to a grid-based approach.
Based on simulated data, they looked at how average skill levels vary with the number of successes achieved and found that players who achieved exceptional performance had an average skill level that was lower than the skill level of those with fewer successes.
