In this study I have used a single distributional assumption, i.e, the normal distribution, as the underlying distribution for the gene expression values.
The results obtained using a single normal distribution to model the biomarker distribution in the non-diseased group and also a single normal distribution for the diseased group are also reported.
We evaluate the performance of NB to classify the states of unobserved nodes as well as Naive Bayes using kernel density estimation (NBK); kernel density estimation uses multiple (Gaussian) distributions, and is generally more effective than using a single (Gaussian) distribution [1].
This scheme follows the strategy of the standard D2Q9 model by using a single particle distribution function and a simple "collision-streaming" updating rule.
However, we include only the results of the more conservative analysis using a single sampling distribution, which would tend to favour reconstruction approaches.
Background subtraction is performed independently on both camera images using a single Gaussian probability distribution to model each background pixel.
Thus, in this work we used only a single distribution in order to reduce the number of parameters to be estimated.
These PDFs are modeled using a single parameter, Modified Gaussian distribution and used to generate design time series with a given expected value at a specific time.
Of major concern for CO2 sequestration using a single well is the distribution of pressure and CO2 saturation within the injection zone.
(2) The use of multi-wire probes in the TDR equipment showed a speedy determination of soil profile water content distribution using a single measurement.
