Sentence examples for modeling of count from inspiring English sources

As a consequence, the simultaneous modeling of count and continuous data was necessary.

Another approach to the modeling of count data involves use of a linear model (assuming that the observations are approximately Gaussian).

Nonetheless, our explicit modeling of count data remains advantageous for segmenting count data, which has the highest weighted average rank (Table 4), followed by bcp and HaarSeg.

Results: We have updated maSigPro to support RNA-seq time series analysis by introducing generalized linear models in the algorithm to support the modeling of count data while maintaining the traditional functionalities of the package.

This atypical model combines several advanced features in pharmacometrics: K-PD modeling, joint modeling of count and continuous data, both driven by a common latent variable, and the discrete processes for CTCs, modeled by a cell lifespan model combined with random sampling statistics.

While finite mixture models enable flexible modeling of counts from heterogeneous populations, their parameters have latent class interpretations.

The three states and the thresholds we use are supported by the distribution of methylation values in our data, but including direct modeling of counts of methylated versus unmethylated instances of a CpG site (Ziller et al., 2013) into our approach is a promising future direction.

Poisson regression is used in the modelling of count data and contingency tables; however, the extension to modelling survival data via a piecewise exponential model [ 19] serves as an alternative approach to the widely used Cox model.

We use models of count data to examine the impact of the need for financing, domestic policies, external shocks, and structural and institutional factors on borrowings between 1980 and 1996.

In the simplest model of count data, the Poisson distribution, a single parameter determines the mean and the SD equals (square root of the mean).

It is therefore envisaged that ECOMP distribution has the potential in modeling varieties of count data.