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However, predictions made in the lower range of pre-operative ejection fractions may not be accurate because of the skewness exhibited by data in the left tail.
As the objective is to describe the seasonal variation and changes herein over time exhibited by data, the DGLM is a useful approach since the correlation structure of the regression parameters is estimated explicitly, and is not considered being nuisance parameters as opposed to generalized estimation equations [ 15] and quasilikelihood approaches [ 16].
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The model also yields distribution functions for the induction time that mimic the highly asymmetric form exhibited by experimental data.
In the transition zone, TMVOC was able to represent a range of behaviours exhibited by the data, confirming equilibrium or near-equilibrium dissolution at the scale of investigation.
The proposed DBC method is applied to solve a stochastic pattern recognition problem (i.e., distinguishing a normal pattern from an abnormal pattern exhibited by few data points in a control chart for statistical process control).
The examples quoted are only a few of numerous dramatic discrepancies and rapid fluctuations exhibited by the data.
Beagle uses a similar haplotype clustering approach to fastPHASE, but it allows the cluster number to dynamically change to better fit localized LD patterns exhibited by the data [7].
Interestingly, the time-course of the simulated peak differences between word and pseudoword responses roughly reflects the one exhibited by experimental data.
It has been shown that without the incorporation of the statistical model exhibited by SAGE data into the learning process, the advantages of clustering-based approaches may not be fully realized [ 17].
We estimated the parameters R and k for each data subset by using the method of moments, which calculates the parameter values that produce the exact mean and variance exhibited by the data (i.e., a single estimate for R and k).
Sodium butyrate (NaBu, a class I HDAC inhibitor) and Trichostatin A (TSA, an inhibitor of class I and II HDACs) regulated the cytochrome c promoter reporter levels to an extent similar to that exhibited by ZDON (data not shown), and these compounds also increased the mRNA levels of PGC-1α (Fig 6B).
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