Sentence examples for data generation processes from inspiring English sources

Such models assume that the data are a mixture of two separate data generation processes: one generates only zeros, and the other is either a Poisson or a negative binomial data-generating process.

Additionally, representing domain objects via the Resource Description Framework allows to explicitly assert relationships between data and data generation processes.

The objective of this study was to investigate the performance of these models through a simulation study with MS-specific data generation processes and to apply various models that are used for estimating the treatment effect to a real clinical trial data set.

According to some scholars, the potential bias that is generated by this imperfect data generation process is so severe that this kind of data hardly allows for valid inferences (Ortiz et al., 2005).

Since we need quantitative relationships in the networks in order to generate gene-expression data from each network, in the data generation process, we use adjacency matrices with signed weights.

Why would one employ a realization from one data generation process to make forecasts about another data generation process?h.

The data generation process is based on the data obtained from the case study.

Furthermore, a testing tool was developed to assist in the test data generation process.

The data generation process consumes more energy which is considered as the most challenging problem.

Thinking of the data generation process (DGP) in this manner calls for a filtering method.

Under all data generation, process even proportional hazard data generation scenarios the Cox proportional hazard model provided a poor estimation of mean population and the β1.